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BibTeX records: Pushmeet Kohli
@article{DBLP:journals/nature/RomeraParedesBNBKDREWFKF24, author = {Bernardino Romera{-}Paredes and Mohammadamin Barekatain and Alexander Novikov and Matej Balog and M. Pawan Kumar and Emilien Dupont and Francisco J. R. Ruiz and Jordan S. Ellenberg and Pengming Wang and Omar Fawzi and Pushmeet Kohli and Alhussein Fawzi}, title = {Mathematical discoveries from program search with large language models}, journal = {Nat.}, volume = {625}, number = {7995}, pages = {468--475}, year = {2024}, url = {https://doi.org/10.1038/s41586-023-06924-6}, doi = {10.1038/S41586-023-06924-6}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nature/RomeraParedesBNBKDREWFKF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-14396, author = {Francisco J. R. Ruiz and Tuomas Laakkonen and Johannes Bausch and Matej Balog and Mohammadamin Barekatain and Francisco J. H. Heras and Alexander Novikov and Nathan Fitzpatrick and Bernardino Romera{-}Paredes and John van de Wetering and Alhussein Fawzi and Konstantinos Meichanetzidis and Pushmeet Kohli}, title = {Quantum Circuit Optimization with AlphaTensor}, journal = {CoRR}, volume = {abs/2402.14396}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.14396}, doi = {10.48550/ARXIV.2402.14396}, eprinttype = {arXiv}, eprint = {2402.14396}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-14396.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2408-02373, author = {Sahra Ghalebikesabi and Eugene Bagdasaryan and Ren Yi and Itay Yona and Ilia Shumailov and Aneesh Pappu and Chongyang Shi and Laura Weidinger and Robert Stanforth and Leonard Berrada and Pushmeet Kohli and Po{-}Sen Huang and Borja Balle}, title = {Operationalizing Contextual Integrity in Privacy-Conscious Assistants}, journal = {CoRR}, volume = {abs/2408.02373}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2408.02373}, doi = {10.48550/ARXIV.2408.02373}, eprinttype = {arXiv}, eprint = {2408.02373}, timestamp = {Thu, 12 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2408-02373.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nature/MankowitzMZGSPL23, author = {Daniel J. Mankowitz and Andrea Michi and Anton Zhernov and Marco Gelmi and Marco Selvi and Cosmin Paduraru and Edouard Leurent and Shariq Iqbal and Jean{-}Baptiste Lespiau and Alex Ahern and Thomas K{\"{o}}ppe and Kevin Millikin and Stephen Gaffney and Sophie Elster and Jackson Broshear and Chris Gamble and Kieran Milan and Robert Tung and Minjae Hwang and A. Taylan Cemgil and Mohammadamin Barekatain and Yujia Li and Amol Mandhane and Thomas Hubert and Julian Schrittwieser and Demis Hassabis and Pushmeet Kohli and Martin A. Riedmiller and Oriol Vinyals and David Silver}, title = {Faster sorting algorithms discovered using deep reinforcement learning}, journal = {Nat.}, volume = {618}, number = {7964}, pages = {257--263}, year = {2023}, url = {https://doi.org/10.1038/s41586-023-06004-9}, doi = {10.1038/S41586-023-06004-9}, timestamp = {Mon, 15 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nature/MankowitzMZGSPL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nature/WangFD0HLCLKDAB23, author = {Hanchen Wang and Tianfan Fu and Yuanqi Du and Wenhao Gao and Kexin Huang and Ziming Liu and Payal Chandak and Shengchao Liu and Peter Van Katwyk and Andreea Deac and Anima Anandkumar and Karianne Bergen and Carla P. Gomes and Shirley Ho and Pushmeet Kohli and Joan Lasenby and Jure Leskovec and Tie{-}Yan Liu and Arjun Manrai and Debora S. Marks and Bharath Ramsundar and Le Song and Jimeng Sun and Jian Tang and Petar Velickovic and Max Welling and Linfeng Zhang and Connor W. Coley and Yoshua Bengio and Marinka Zitnik}, title = {Scientific discovery in the age of artificial intelligence}, journal = {Nat.}, volume = {620}, number = {7972}, pages = {47--60}, year = {2023}, url = {https://doi.org/10.1038/s41586-023-06221-2}, doi = {10.1038/S41586-023-06221-2}, timestamp = {Mon, 29 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nature/WangFD0HLCLKDAB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-09218, author = {Ira Ktena and Olivia Wiles and Isabela Albuquerque and Sylvestre{-}Alvise Rebuffi and Ryutaro Tanno and Abhijit Guha Roy and Shekoofeh Azizi and Danielle Belgrave and Pushmeet Kohli and Alan Karthikesalingam and A. Taylan Cemgil and Sven Gowal}, title = {Generative models improve fairness of medical classifiers under distribution shifts}, journal = {CoRR}, volume = {abs/2304.09218}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.09218}, doi = {10.48550/ARXIV.2304.09218}, eprinttype = {arXiv}, eprint = {2304.09218}, timestamp = {Mon, 24 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-09218.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-02191, author = {David Stutz and Ali Taylan Cemgil and Abhijit Guha Roy and Tatiana Matejovicova and Melih Barsbey and Patricia Strachan and Mike Schaekermann and Jan Freyberg and Rajeev V. Rikhye and Beverly Freeman and Javier Perez Matos and Umesh Telang and Dale R. Webster and Yuan Liu and Gregory S. Corrado and Yossi Matias and Pushmeet Kohli and Yun Liu and Arnaud Doucet and Alan Karthikesalingam}, title = {Evaluating {AI} systems under uncertain ground truth: a case study in dermatology}, journal = {CoRR}, volume = {abs/2307.02191}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.02191}, doi = {10.48550/ARXIV.2307.02191}, eprinttype = {arXiv}, eprint = {2307.02191}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-02191.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-10888, author = {Leonard Berrada and Soham De and Judy Hanwen Shen and Jamie Hayes and Robert Stanforth and David Stutz and Pushmeet Kohli and Samuel L. Smith and Borja Balle}, title = {Unlocking Accuracy and Fairness in Differentially Private Image Classification}, journal = {CoRR}, volume = {abs/2308.10888}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.10888}, doi = {10.48550/ARXIV.2308.10888}, eprinttype = {arXiv}, eprint = {2308.10888}, timestamp = {Wed, 30 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-10888.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-05900, author = {Johannes Bausch and Andrew W. Senior and Francisco J. H. Heras and Thomas Edlich and Alex Davies and Michael Newman and Cody Jones and Kevin J. Satzinger and Murphy Yuezhen Niu and Sam Blackwell and George Holland and Dvir Kafri and Juan Atalaya and Craig Gidney and Demis Hassabis and Sergio Boixo and Hartmut Neven and Pushmeet Kohli}, title = {Learning to Decode the Surface Code with a Recurrent, Transformer-Based Neural Network}, journal = {CoRR}, volume = {abs/2310.05900}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.05900}, doi = {10.48550/ARXIV.2310.05900}, eprinttype = {arXiv}, eprint = {2310.05900}, timestamp = {Thu, 26 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-05900.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-18260, author = {Ryutaro Tanno and David G. T. Barrett and Andrew Sellergren and Sumedh Ghaisas and Sumanth Dathathri and Abigail See and Johannes Welbl and Karan Singhal and Shekoofeh Azizi and Tao Tu and Mike Schaekermann and Rhys May and Roy Lee and SiWai Man and Zahra Ahmed and S. Sara Mahdavi and Danielle Belgrave and Vivek Natarajan and Shravya Shetty and Pushmeet Kohli and Po{-}Sen Huang and Alan Karthikesalingam and Ira Ktena}, title = {Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generation}, journal = {CoRR}, volume = {abs/2311.18260}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.18260}, doi = {10.48550/ARXIV.2311.18260}, eprinttype = {arXiv}, eprint = {2311.18260}, timestamp = {Tue, 05 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-18260.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/VaradiADNNYYSWL22, author = {Mihaly Varadi and Stephen Anyango and Mandar S. Deshpande and Sreenath Nair and Cindy Natassia and Galabina Yordanova and David Yuan and Oana Stroe and Gemma Wood and Agata Laydon and Augustin Z{\'{\i}}dek and Tim Green and Kathryn Tunyasuvunakool and Stig Petersen and John Jumper and Ellen Clancy and Richard Green and Ankur Vora and Mira Lutfi and Michael Figurnov and Andrew Cowie and Nicole Hobbs and Pushmeet Kohli and Gerard J. Kleywegt and Ewan Birney and Demis Hassabis and Sameer Velankar}, title = {AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models}, journal = {Nucleic Acids Res.}, volume = {50}, number = {{D1}}, pages = {439--444}, year = {2022}, url = {https://doi.org/10.1093/nar/gkab1061}, doi = {10.1093/NAR/GKAB1061}, timestamp = {Tue, 06 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nar/VaradiADNNYYSWL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nature/DegraveFBNTCEHA22, author = {Jonas Degrave and Federico Felici and Jonas Buchli and Michael Neunert and Brendan D. Tracey and Francesco Carpanese and Timo Ewalds and Roland Hafner and Abbas Abdolmaleki and Diego de Las Casas and Craig Donner and Leslie Fritz and Cristian Galperti and Andrea Huber and James Keeling and Maria Tsimpoukelli and Jackie Kay and Antoine Merle and Jean{-}Marc Moret and Seb Noury and Federico Pesamosca and David Pfau and Olivier Sauter and Cristian Sommariva and Stefano Coda and Basil Duval and Ambrogio Fasoli and Pushmeet Kohli and Koray Kavukcuoglu and Demis Hassabis and Martin A. Riedmiller}, title = {Magnetic control of tokamak plasmas through deep reinforcement learning}, journal = {Nat.}, volume = {602}, number = {7897}, pages = {414--419}, year = {2022}, url = {https://doi.org/10.1038/s41586-021-04301-9}, doi = {10.1038/S41586-021-04301-9}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nature/DegraveFBNTCEHA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nature/FawziBHHRB0RSSS22, author = {Alhussein Fawzi and Matej Balog and Aja Huang and Thomas Hubert and Bernardino Romera{-}Paredes and Mohammadamin Barekatain and Alexander Novikov and Francisco J. R. Ruiz and Julian Schrittwieser and Grzegorz Swirszcz and David Silver and Demis Hassabis and Pushmeet Kohli}, title = {Discovering faster matrix multiplication algorithms with reinforcement learning}, journal = {Nat.}, volume = {610}, number = {7930}, pages = {47--53}, year = {2022}, url = {https://doi.org/10.1038/s41586-022-05172-4}, doi = {10.1038/S41586-022-05172-4}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nature/FawziBHHRB0RSSS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/0001BBEPKS22, author = {Richard Evans and Matko Bosnjak and Lars Buesing and Kevin Ellis and David Pfau and Pushmeet Kohli and Marek J. Sergot}, editor = {Luc De Raedt}, title = {Making Sense of Raw Input (Extended Abstract)}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {5727--5731}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/799}, doi = {10.24963/IJCAI.2022/799}, timestamp = {Wed, 27 Jul 2022 16:43:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/0001BBEPKS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-07814, author = {Yujia Li and David H. Choi and Junyoung Chung and Nate Kushman and Julian Schrittwieser and R{\'{e}}mi Leblond and Tom Eccles and James Keeling and Felix Gimeno and Agustin Dal Lago and Thomas Hubert and Peter Choy and Cyprien de Masson d'Autume and Igor Babuschkin and Xinyun Chen and Po{-}Sen Huang and Johannes Welbl and Sven Gowal and Alexey Cherepanov and James Molloy and Daniel J. Mankowitz and Esme Sutherland Robson and Pushmeet Kohli and Nando de Freitas and Koray Kavukcuoglu and Oriol Vinyals}, title = {Competition-Level Code Generation with AlphaCode}, journal = {CoRR}, volume = {abs/2203.07814}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.07814}, doi = {10.48550/ARXIV.2203.07814}, eprinttype = {arXiv}, eprint = {2203.07814}, timestamp = {Sat, 02 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-07814.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/BlondelJKSW21, author = {Vincent D. Blondel and Kyomin Jung and Pushmeet Kohli and Devavrat Shah and Seungpil Won}, title = {Partition-Merge: Distributed Inference and Modularity Optimization}, journal = {{IEEE} Access}, volume = {9}, pages = {54032--54055}, year = {2021}, url = {https://doi.org/10.1109/ACCESS.2021.3070490}, doi = {10.1109/ACCESS.2021.3070490}, timestamp = {Thu, 29 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/BlondelJKSW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/EvansHWKS21, author = {Richard Evans and Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and Johannes Welbl and Pushmeet Kohli and Marek J. Sergot}, title = {Making sense of sensory input}, journal = {Artif. Intell.}, volume = {293}, pages = {103438}, year = {2021}, url = {https://doi.org/10.1016/j.artint.2020.103438}, doi = {10.1016/J.ARTINT.2020.103438}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/EvansHWKS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/EvansBBERKS21, author = {Richard Evans and Matko Bosnjak and Lars Buesing and Kevin Ellis and David P. Reichert and Pushmeet Kohli and Marek J. Sergot}, title = {Making sense of raw input}, journal = {Artif. Intell.}, volume = {299}, pages = {103521}, year = {2021}, url = {https://doi.org/10.1016/j.artint.2021.103521}, doi = {10.1016/J.ARTINT.2021.103521}, timestamp = {Thu, 16 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/EvansBBERKS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nature/DaviesVBBZTTBBJ21, author = {Alex Davies and Petar Velickovic and Lars Buesing and Sam Blackwell and Daniel Zheng and Nenad Tomasev and Richard Tanburn and Peter W. Battaglia and Charles Blundell and Andr{\'{a}}s Juh{\'{a}}sz and Marc Lackenby and Geordie Williamson and Demis Hassabis and Pushmeet Kohli}, title = {Advancing mathematics by guiding human intuition with {AI}}, journal = {Nat.}, volume = {600}, number = {7887}, pages = {70--74}, year = {2021}, url = {https://doi.org/10.1038/s41586-021-04086-x}, doi = {10.1038/S41586-021-04086-X}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nature/DaviesVBBZTTBBJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/WelblGUDMHAKCH21, author = {Johannes Welbl and Amelia Glaese and Jonathan Uesato and Sumanth Dathathri and John Mellor and Lisa Anne Hendricks and Kirsty Anderson and Pushmeet Kohli and Ben Coppin and Po{-}Sen Huang}, editor = {Marie{-}Francine Moens and Xuanjing Huang and Lucia Specia and Scott Wen{-}tau Yih}, title = {Challenges in Detoxifying Language Models}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021}, pages = {2447--2469}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.findings-emnlp.210}, doi = {10.18653/V1/2021.FINDINGS-EMNLP.210}, timestamp = {Fri, 16 Feb 2024 08:27:36 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/WelblGUDMHAKCH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GowalHOMK21, author = {Sven Gowal and Po{-}Sen Huang and A{\"{a}}ron van den Oord and Timothy A. Mann and Pushmeet Kohli}, title = {Self-supervised Adversarial Robustness for the Low-label, High-data Regime}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=bgQek2O63w}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GowalHOMK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-06718, author = {Alessandro De Palma and Rudy Bunel and Alban Desmaison and Krishnamurthy Dvijotham and Pushmeet Kohli and Philip H. S. Torr and M. Pawan Kumar}, title = {Improved Branch and Bound for Neural Network Verification via Lagrangian Decomposition}, journal = {CoRR}, volume = {abs/2104.06718}, year = {2021}, url = {https://arxiv.org/abs/2104.06718}, eprinttype = {arXiv}, eprint = {2104.06718}, timestamp = {Mon, 19 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-06718.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-14108, author = {Dan Rosenbaum and Marta Garnelo and Michal Zielinski and Charlie Beattie and Ellen Clancy and Andrea Huber and Pushmeet Kohli and Andrew W. Senior and John Jumper and Carl Doersch and S. M. Ali Eslami and Olaf Ronneberger and Jonas Adler}, title = {Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM Images using VAEs}, journal = {CoRR}, volume = {abs/2106.14108}, year = {2021}, url = {https://arxiv.org/abs/2106.14108}, eprinttype = {arXiv}, eprint = {2106.14108}, timestamp = {Wed, 30 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-14108.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-07445, author = {Johannes Welbl and Amelia Glaese and Jonathan Uesato and Sumanth Dathathri and John Mellor and Lisa Anne Hendricks and Kirsty Anderson and Pushmeet Kohli and Ben Coppin and Po{-}Sen Huang}, title = {Challenges in Detoxifying Language Models}, journal = {CoRR}, volume = {abs/2109.07445}, year = {2021}, url = {https://arxiv.org/abs/2109.07445}, eprinttype = {arXiv}, eprint = {2109.07445}, timestamp = {Wed, 22 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-07445.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BunelLTTKK20, author = {Rudy Bunel and Jingyue Lu and Ilker Turkaslan and Philip H. S. Torr and Pushmeet Kohli and M. Pawan Kumar}, title = {Branch and Bound for Piecewise Linear Neural Network Verification}, journal = {J. Mach. Learn. Res.}, volume = {21}, pages = {42:1--42:39}, year = {2020}, url = {https://jmlr.org/papers/v21/19-468.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BunelLTTKK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nature/Senior0JKSGQZNB20, author = {Andrew W. Senior and Richard Evans and John Jumper and James Kirkpatrick and Laurent Sifre and Tim Green and Chongli Qin and Augustin Z{\'{\i}}dek and Alexander W. R. Nelson and Alex Bridgland and Hugo Penedones and Stig Petersen and Karen Simonyan and Steve Crossan and Pushmeet Kohli and David T. Jones and David Silver and Koray Kavukcuoglu and Demis Hassabis}, title = {Improved protein structure prediction using potentials from deep learning}, journal = {Nat.}, volume = {577}, number = {7792}, pages = {706--710}, year = {2020}, url = {https://doi.org/10.1038/s41586-019-1923-7}, doi = {10.1038/S41586-019-1923-7}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nature/Senior0JKSGQZNB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/GowalQHCDMK20, author = {Sven Gowal and Chongli Qin and Po{-}Sen Huang and A. Taylan Cemgil and Krishnamurthy Dvijotham and Timothy A. Mann and Pushmeet Kohli}, title = {Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020}, pages = {1208--1217}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Gowal\_Achieving\_Robustness\_in\_the\_Wild\_via\_Adversarial\_Mixing\_With\_Disentangled\_CVPR\_2020\_paper.html}, doi = {10.1109/CVPR42600.2020.00129}, timestamp = {Tue, 31 Aug 2021 14:00:04 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/GowalQHCDMK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ZoranCHGMK20, author = {Daniel Zoran and Mike Chrzanowski and Po{-}Sen Huang and Sven Gowal and Alex Mott and Pushmeet Kohli}, title = {Towards Robust Image Classification Using Sequential Attention Models}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020}, pages = {9480--9489}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Zoran\_Towards\_Robust\_Image\_Classification\_Using\_Sequential\_Attention\_Models\_CVPR\_2020\_paper.html}, doi = {10.1109/CVPR42600.2020.00950}, timestamp = {Mon, 30 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/ZoranCHGMK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/HuangZJSWRMYK20, author = {Po{-}Sen Huang and Huan Zhang and Ray Jiang and Robert Stanforth and Johannes Welbl and Jack Rae and Vishal Maini and Dani Yogatama and Pushmeet Kohli}, editor = {Trevor Cohn and Yulan He and Yang Liu}, title = {Reducing Sentiment Bias in Language Models via Counterfactual Evaluation}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2020, Online Event, 16-20 November 2020}, series = {Findings of {ACL}}, volume = {{EMNLP} 2020}, pages = {65--83}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.findings-emnlp.7}, doi = {10.18653/V1/2020.FINDINGS-EMNLP.7}, timestamp = {Tue, 20 Aug 2024 07:54:42 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/HuangZJSWRMYK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/CemgilGDK20, author = {A. Taylan Cemgil and Sumedh Ghaisas and Krishnamurthy (Dj) Dvijotham and Pushmeet Kohli}, title = {Adversarially Robust Representations with Smooth Encoders}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=H1gfFaEYDS}, timestamp = {Wed, 09 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/CemgilGDK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/DvijothamHBKQGX20, author = {Krishnamurthy (Dj) Dvijotham and Jamie Hayes and Borja Balle and J. Zico Kolter and Chongli Qin and Andr{\'{a}}s Gy{\"{o}}rgy and Kai Xiao and Sven Gowal and Pushmeet Kohli}, title = {A Framework for robustness Certification of Smoothed Classifiers using F-Divergences}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=SJlKrkSFPH}, timestamp = {Fri, 05 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/DvijothamHBKQGX20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/PaliwalGNLLKV20, author = {Aditya Paliwal and Felix Gimeno and Vinod Nair and Yujia Li and Miles Lubin and Pushmeet Kohli and Oriol Vinyals}, title = {Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=rkxDoJBYPB}, timestamp = {Sat, 02 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/PaliwalGNLLKV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WelblHSGDSK20, author = {Johannes Welbl and Po{-}Sen Huang and Robert Stanforth and Sven Gowal and Krishnamurthy (Dj) Dvijotham and Martin Szummer and Pushmeet Kohli}, title = {Towards Verified Robustness under Text Deletion Interventions}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=SyxhVkrYvr}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/WelblHSGDSK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WengDUXGSK20, author = {Tsui{-}Wei Weng and Krishnamurthy (Dj) Dvijotham and Jonathan Uesato and Kai Xiao and Sven Gowal and Robert Stanforth and Pushmeet Kohli}, title = {Toward Evaluating Robustness of Deep Reinforcement Learning with Continuous Control}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=SylL0krYPS}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/WengDUXGSK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/YiGLK0TT20, author = {Kexin Yi and Chuang Gan and Yunzhu Li and Pushmeet Kohli and Jiajun Wu and Antonio Torralba and Joshua B. Tenenbaum}, title = {{CLEVRER:} Collision Events for Video Representation and Reasoning}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=HkxYzANYDB}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/YiGLK0TT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CemgilGDGK20, author = {A. Taylan Cemgil and Sumedh Ghaisas and Krishnamurthy Dvijotham and Sven Gowal and Pushmeet Kohli}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {The Autoencoding Variational Autoencoder}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/ac10ff1941c540cd87c107330996f4f6-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/CemgilGDGK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DathathriDKRUBS20, author = {Sumanth Dathathri and Krishnamurthy Dvijotham and Alexey Kurakin and Aditi Raghunathan and Jonathan Uesato and Rudy Bunel and Shreya Shankar and Jacob Steinhardt and Ian J. Goodfellow and Percy Liang and Pushmeet Kohli}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/397d6b4c83c91021fe928a8c4220386b-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DathathriDKRUBS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/QinWSBDLK20, author = {Chongli Qin and Yan Wu and Jost Tobias Springenberg and Andy Brock and Jeff Donahue and Timothy P. Lillicrap and Pushmeet Kohli}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Training Generative Adversarial Networks by Solving Ordinary Differential Equations}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/3c8f9a173f749710d6377d3150cf90da-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/QinWSBDLK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BunelPDDKTK20, author = {Rudy Bunel and Alessandro De Palma and Alban Desmaison and Krishnamurthy Dvijotham and Pushmeet Kohli and Philip H. S. Torr and M. Pawan Kumar}, editor = {Ryan P. Adams and Vibhav Gogate}, title = {Lagrangian Decomposition for Neural Network Verification}, booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, {UAI} 2020, virtual online, August 3-6, 2020}, series = {Proceedings of Machine Learning Research}, volume = {124}, pages = {370--379}, publisher = {{AUAI} Press}, year = {2020}, url = {http://proceedings.mlr.press/v124/bunel20a.html}, timestamp = {Tue, 07 May 2024 20:09:01 +0200}, biburl = {https://dblp.org/rec/conf/uai/BunelPDDKTK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-10410, author = {Rudy Bunel and Alessandro De Palma and Alban Desmaison and Krishnamurthy Dvijotham and Pushmeet Kohli and Philip H. S. Torr and M. Pawan Kumar}, title = {Lagrangian Decomposition for Neural Network Verification}, journal = {CoRR}, volume = {abs/2002.10410}, year = {2020}, url = {https://arxiv.org/abs/2002.10410}, eprinttype = {arXiv}, eprint = {2002.10410}, timestamp = {Tue, 03 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-10410.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-03629, author = {Yujia Li and Felix Gimeno and Pushmeet Kohli and Oriol Vinyals}, title = {Strong Generalization and Efficiency in Neural Programs}, journal = {CoRR}, volume = {abs/2007.03629}, year = {2020}, url = {https://arxiv.org/abs/2007.03629}, eprinttype = {arXiv}, eprint = {2007.03629}, timestamp = {Sat, 02 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-03629.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-05367, author = {Richard Evans and Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and Johannes Welbl and Pushmeet Kohli and Marek J. Sergot}, title = {Evaluating the Apperception Engine}, journal = {CoRR}, volume = {abs/2007.05367}, year = {2020}, url = {https://arxiv.org/abs/2007.05367}, eprinttype = {arXiv}, eprint = {2007.05367}, timestamp = {Mon, 20 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-05367.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-05566, author = {Jim Winkens and Rudy Bunel and Abhijit Guha Roy and Robert Stanforth and Vivek Natarajan and Joseph R. Ledsam and Patricia MacWilliams and Pushmeet Kohli and Alan Karthikesalingam and Simon Kohl and A. Taylan Cemgil and S. M. Ali Eslami and Olaf Ronneberger}, title = {Contrastive Training for Improved Out-of-Distribution Detection}, journal = {CoRR}, volume = {abs/2007.05566}, year = {2020}, url = {https://arxiv.org/abs/2007.05566}, eprinttype = {arXiv}, eprint = {2007.05566}, timestamp = {Wed, 09 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-05566.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-03593, author = {Sven Gowal and Chongli Qin and Jonathan Uesato and Timothy A. Mann and Pushmeet Kohli}, title = {Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples}, journal = {CoRR}, volume = {abs/2010.03593}, year = {2020}, url = {https://arxiv.org/abs/2010.03593}, eprinttype = {arXiv}, eprint = {2010.03593}, timestamp = {Tue, 13 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-03593.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-11645, author = {Sumanth Dathathri and Krishnamurthy Dvijotham and Alexey Kurakin and Aditi Raghunathan and Jonathan Uesato and Rudy Bunel and Shreya Shankar and Jacob Steinhardt and Ian J. Goodfellow and Percy Liang and Pushmeet Kohli}, title = {Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming}, journal = {CoRR}, volume = {abs/2010.11645}, year = {2020}, url = {https://arxiv.org/abs/2010.11645}, eprinttype = {arXiv}, eprint = {2010.11645}, timestamp = {Tue, 27 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-11645.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-15040, author = {Chongli Qin and Yan Wu and Jost Tobias Springenberg and Andrew Brock and Jeff Donahue and Timothy P. Lillicrap and Pushmeet Kohli}, title = {Training Generative Adversarial Networks by Solving Ordinary Differential Equations}, journal = {CoRR}, volume = {abs/2010.15040}, year = {2020}, url = {https://arxiv.org/abs/2010.15040}, eprinttype = {arXiv}, eprint = {2010.15040}, timestamp = {Sat, 26 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-15040.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-07355, author = {Jamie Hayes and Krishnamurthy Dvijotham and Yutian Chen and Sander Dieleman and Pushmeet Kohli and Norman Casagrande}, title = {Towards transformation-resilient provenance detection of digital media}, journal = {CoRR}, volume = {abs/2011.07355}, year = {2020}, url = {https://arxiv.org/abs/2011.07355}, eprinttype = {arXiv}, eprint = {2011.07355}, timestamp = {Wed, 18 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-07355.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-03715, author = {A. Taylan Cemgil and Sumedh Ghaisas and Krishnamurthy Dvijotham and Sven Gowal and Pushmeet Kohli}, title = {Autoencoding Variational Autoencoder}, journal = {CoRR}, volume = {abs/2012.03715}, year = {2020}, url = {https://arxiv.org/abs/2012.03715}, eprinttype = {arXiv}, eprint = {2012.03715}, timestamp = {Wed, 09 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-03715.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-13349, author = {Vinod Nair and Sergey Bartunov and Felix Gimeno and Ingrid von Glehn and Pawel Lichocki and Ivan Lobov and Brendan O'Donoghue and Nicolas Sonnerat and Christian Tjandraatmadja and Pengming Wang and Ravichandra Addanki and Tharindi Hapuarachchi and Thomas Keck and James Keeling and Pushmeet Kohli and Ira Ktena and Yujia Li and Oriol Vinyals and Yori Zwols}, title = {Solving Mixed Integer Programs Using Neural Networks}, journal = {CoRR}, volume = {abs/2012.13349}, year = {2020}, url = {https://arxiv.org/abs/2012.13349}, eprinttype = {arXiv}, eprint = {2012.13349}, timestamp = {Tue, 02 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-13349.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/TangYYTKKKS19, author = {Danhang Tang and Qi Ye and Shanxin Yuan and Jonathan Taylor and Pushmeet Kohli and Cem Keskin and Tae{-}Kyun Kim and Jamie Shotton}, title = {Opening the Black Box: Hierarchical Sampling Optimization for Hand Pose Estimation}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {41}, number = {9}, pages = {2161--2175}, year = {2019}, url = {https://doi.org/10.1109/TPAMI.2018.2847688}, doi = {10.1109/TPAMI.2018.2847688}, timestamp = {Tue, 17 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/TangYYTKKKS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamis/JoyDABSKTK19, author = {Thomas Joy and Alban Desmaison and Thalaiyasingam Ajanthan and Rudy Bunel and Mathieu Salzmann and Pushmeet Kohli and Philip H. S. Torr and M. Pawan Kumar}, title = {Efficient Relaxations for Dense CRFs with Sparse Higher-Order Potentials}, journal = {{SIAM} J. Imaging Sci.}, volume = {12}, number = {1}, pages = {287--318}, year = {2019}, url = {https://doi.org/10.1137/18M1178104}, doi = {10.1137/18M1178104}, timestamp = {Tue, 14 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamis/JoyDABSKTK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aies/JiangCLGK19, author = {Ray Jiang and Silvia Chiappa and Tor Lattimore and Andr{\'{a}}s Gy{\"{o}}rgy and Pushmeet Kohli}, editor = {Vincent Conitzer and Gillian K. Hadfield and Shannon Vallor}, title = {Degenerate Feedback Loops in Recommender Systems}, booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society, {AIES} 2019, Honolulu, HI, USA, January 27-28, 2019}, pages = {383--390}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3306618.3314288}, doi = {10.1145/3306618.3314288}, timestamp = {Tue, 19 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aies/JiangCLGK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/BanarseBLLHFKG19, author = {Dylan Banarse and Yoram Bachrach and Siqi Liu and Guy Lever and Nicolas Heess and Chrisantha Fernando and Pushmeet Kohli and Thore Graepel}, editor = {Edith Elkind and Manuela Veloso and Noa Agmon and Matthew E. Taylor}, title = {The Body is Not a Given: Joint Agent Policy Learning and Morphology Evolution}, booktitle = {Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17, 2019}, pages = {1134--1142}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems}, year = {2019}, url = {http://dl.acm.org/citation.cfm?id=3331813}, timestamp = {Thu, 11 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/BanarseBLLHFKG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/WangBDHGK19, author = {Chenglong Wang and Rudy Bunel and Krishnamurthy Dvijotham and Po{-}Sen Huang and Edward Grefenstette and Pushmeet Kohli}, title = {Knowing When to Stop: Evaluation and Verification of Conformity to Output-Size Specifications}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2019, Long Beach, CA, USA, June 16-20, 2019}, pages = {12260--12269}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2019}, url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Wang\_Knowing\_When\_to\_Stop\_Evaluation\_and\_Verification\_of\_Conformity\_to\_CVPR\_2019\_paper.html}, doi = {10.1109/CVPR.2019.01254}, timestamp = {Mon, 30 Aug 2021 17:01:14 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/WangBDHGK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/HuangSWDYGDK19, author = {Po{-}Sen Huang and Robert Stanforth and Johannes Welbl and Chris Dyer and Dani Yogatama and Sven Gowal and Krishnamurthy Dvijotham and Pushmeet Kohli}, editor = {Kentaro Inui and Jing Jiang and Vincent Ng and Xiaojun Wan}, title = {Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation}, booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China, November 3-7, 2019}, pages = {4081--4091}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/D19-1419}, doi = {10.18653/V1/D19-1419}, timestamp = {Thu, 07 Apr 2022 09:14:07 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/HuangSWDYGDK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/GowalDSBQUAMK19, author = {Sven Gowal and Krishnamurthy Dvijotham and Robert Stanforth and Rudy Bunel and Chongli Qin and Jonathan Uesato and Relja Arandjelovic and Timothy Arthur Mann and Pushmeet Kohli}, title = {Scalable Verified Training for Provably Robust Image Classification}, booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2019, Seoul, Korea (South), October 27 - November 2, 2019}, pages = {4841--4850}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCV.2019.00494}, doi = {10.1109/ICCV.2019.00494}, timestamp = {Thu, 05 Mar 2020 10:01:04 +0100}, biburl = {https://dblp.org/rec/conf/iccv/GowalDSBQUAMK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/BahdanauHLHHKG19, author = {Dzmitry Bahdanau and Felix Hill and Jan Leike and Edward Hughes and Seyed Arian Hosseini and Pushmeet Kohli and Edward Grefenstette}, title = {Learning to Understand Goal Specifications by Modelling Reward}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=H1xsSjC9Ym}, timestamp = {Fri, 09 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/BahdanauHLHHKG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MaoGKTW19, author = {Jiayuan Mao and Chuang Gan and Pushmeet Kohli and Joshua B. Tenenbaum and Jiajun Wu}, title = {The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=rJgMlhRctm}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MaoGKTW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/NardelliSLKTU19, author = {Nantas Nardelli and Gabriel Synnaeve and Zeming Lin and Pushmeet Kohli and Philip H. S. Torr and Nicolas Usunier}, title = {Value Propagation Networks}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=SJG6G2RqtX}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/NardelliSLKTU19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/QinDOBSGUSK19, author = {Chongli Qin and Krishnamurthy (Dj) Dvijotham and Brendan O'Donoghue and Rudy Bunel and Robert Stanforth and Sven Gowal and Jonathan Uesato and Grzegorz Swirszcz and Pushmeet Kohli}, title = {Verification of Non-Linear Specifications for Neural Networks}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=HyeFAsRctQ}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/QinDOBSGUSK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SaxtonGHK19, author = {David Saxton and Edward Grefenstette and Felix Hill and Pushmeet Kohli}, title = {Analysing Mathematical Reasoning Abilities of Neural Models}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=H1gR5iR5FX}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SaxtonGHK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/UesatoKSERADHK19, author = {Jonathan Uesato and Ananya Kumar and Csaba Szepesv{\'{a}}ri and Tom Erez and Avraham Ruderman and Keith Anderson and Krishnamurthy (Dj) Dvijotham and Nicolas Heess and Pushmeet Kohli}, title = {Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=B1xhQhRcK7}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/UesatoKSERADHK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BapstSDSKBH19, author = {Victor Bapst and Alvaro Sanchez{-}Gonzalez and Carl Doersch and Kimberly L. Stachenfeld and Pushmeet Kohli and Peter W. Battaglia and Jessica B. Hamrick}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Structured agents for physical construction}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {464--474}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/bapst19a.html}, timestamp = {Wed, 24 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/BapstSDSKBH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KipfLDZSGKB19, author = {Thomas Kipf and Yujia Li and Hanjun Dai and Vin{\'{\i}}cius Flores Zambaldi and Alvaro Sanchez{-}Gonzalez and Edward Grefenstette and Pushmeet Kohli and Peter W. Battaglia}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {CompILE: Compositional Imitation Learning and Execution}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {3418--3428}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/kipf19a.html}, timestamp = {Sat, 02 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/KipfLDZSGKB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiGDVK19, author = {Yujia Li and Chenjie Gu and Thomas Dullien and Oriol Vinyals and Pushmeet Kohli}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Graph Matching Networks for Learning the Similarity of Graph Structured Objects}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {3835--3845}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/li19d.html}, timestamp = {Sat, 02 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/LiGDVK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GowalDSMK19, author = {Sven Gowal and Krishnamurthy Dvijotham and Robert Stanforth and Timothy A. Mann and Pushmeet Kohli}, editor = {Sarit Kraus}, title = {A Dual Approach to Verify and Train Deep Networks}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {6156--6160}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/854}, doi = {10.24963/IJCAI.2019/854}, timestamp = {Tue, 20 Aug 2019 16:18:18 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GowalDSMK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DaiLWSHK19, author = {Hanjun Dai and Yujia Li and Chenglong Wang and Rishabh Singh and Po{-}Sen Huang and Pushmeet Kohli}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Learning Transferable Graph Exploration}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {2514--2525}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/afe434653a898da20044041262b3ac74-Abstract.html}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/DaiLWSHK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AlayracUHFSK19, author = {Jean{-}Baptiste Alayrac and Jonathan Uesato and Po{-}Sen Huang and Alhussein Fawzi and Robert Stanforth and Pushmeet Kohli}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Are Labels Required for Improving Adversarial Robustness?}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {12192--12202}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/bea6cfd50b4f5e3c735a972cf0eb8450-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/AlayracUHFSK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/QinMGKDFDSK19, author = {Chongli Qin and James Martens and Sven Gowal and Dilip Krishnan and Krishnamurthy Dvijotham and Alhussein Fawzi and Soham De and Robert Stanforth and Pushmeet Kohli}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Adversarial Robustness through Local Linearization}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {13824--13833}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/0defd533d51ed0a10c5c9dbf93ee78a5-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/QinMGKDFDSK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/DvijothamSGGQDK19, author = {Krishnamurthy (Dj) Dvijotham and Robert Stanforth and Sven Gowal and Chongli Qin and Soham De and Pushmeet Kohli}, editor = {Amir Globerson and Ricardo Silva}, title = {Efficient Neural Network Verification with Exactness Characterization}, booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019}, series = {Proceedings of Machine Learning Research}, volume = {115}, pages = {497--507}, publisher = {{AUAI} Press}, year = {2019}, url = {http://proceedings.mlr.press/v115/dvijotham20a.html}, timestamp = {Tue, 15 Dec 2020 17:40:18 +0100}, biburl = {https://dblp.org/rec/conf/uai/DvijothamSGGQDK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-09592, author = {Chongli Qin and Krishnamurthy (Dj) Dvijotham and Brendan O'Donoghue and Rudy Bunel and Robert Stanforth and Sven Gowal and Jonathan Uesato and Grzegorz Swirszcz and Pushmeet Kohli}, title = {Verification of Non-Linear Specifications for Neural Networks}, journal = {CoRR}, volume = {abs/1902.09592}, year = {2019}, url = {http://arxiv.org/abs/1902.09592}, eprinttype = {arXiv}, eprint = {1902.09592}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-09592.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-10730, author = {Ray Jiang and Silvia Chiappa and Tor Lattimore and Andr{\'{a}}s Gy{\"{o}}rgy and Pushmeet Kohli}, title = {Degenerate Feedback Loops in Recommender Systems}, journal = {CoRR}, volume = {abs/1902.10730}, year = {2019}, url = {http://arxiv.org/abs/1902.10730}, eprinttype = {arXiv}, eprint = {1902.10730}, timestamp = {Tue, 19 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-10730.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-11907, author = {Alexandre Galashov and Jonathan Schwarz and Hyunjik Kim and Marta Garnelo and David Saxton and Pushmeet Kohli and S. M. Ali Eslami and Yee Whye Teh}, title = {Meta-Learning surrogate models for sequential decision making}, journal = {CoRR}, volume = {abs/1903.11907}, year = {2019}, url = {http://arxiv.org/abs/1903.11907}, eprinttype = {arXiv}, eprint = {1903.11907}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-11907.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-01557, author = {David Saxton and Edward Grefenstette and Felix Hill and Pushmeet Kohli}, title = {Analysing Mathematical Reasoning Abilities of Neural Models}, journal = {CoRR}, volume = {abs/1904.01557}, year = {2019}, url = {http://arxiv.org/abs/1904.01557}, eprinttype = {arXiv}, eprint = {1904.01557}, timestamp = {Wed, 24 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-01557.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-03177, author = {Victor Bapst and Alvaro Sanchez{-}Gonzalez and Carl Doersch and Kimberly L. Stachenfeld and Pushmeet Kohli and Peter W. Battaglia and Jessica B. Hamrick}, title = {Structured agents for physical construction}, journal = {CoRR}, volume = {abs/1904.03177}, year = {2019}, url = {http://arxiv.org/abs/1904.03177}, eprinttype = {arXiv}, eprint = {1904.03177}, timestamp = {Wed, 24 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-03177.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-12004, author = {Chenglong Wang and Rudy Bunel and Krishnamurthy Dvijotham and Po{-}Sen Huang and Edward Grefenstette and Pushmeet Kohli}, title = {Knowing When to Stop: Evaluation and Verification of Conformity to Output-size Specifications}, journal = {CoRR}, volume = {abs/1904.12004}, year = {2019}, url = {http://arxiv.org/abs/1904.12004}, eprinttype = {arXiv}, eprint = {1904.12004}, timestamp = {Thu, 02 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-12004.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-12584, author = {Jiayuan Mao and Chuang Gan and Pushmeet Kohli and Joshua B. Tenenbaum and Jiajun Wu}, title = {The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision}, journal = {CoRR}, volume = {abs/1904.12584}, year = {2019}, url = {http://arxiv.org/abs/1904.12584}, eprinttype = {arXiv}, eprint = {1904.12584}, timestamp = {Thu, 02 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-12584.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-12787, author = {Yujia Li and Chenjie Gu and Thomas Dullien and Oriol Vinyals and Pushmeet Kohli}, title = {Graph Matching Networks for Learning the Similarity of Graph Structured Objects}, journal = {CoRR}, volume = {abs/1904.12787}, year = {2019}, url = {http://arxiv.org/abs/1904.12787}, eprinttype = {arXiv}, eprint = {1904.12787}, timestamp = {Sat, 02 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-12787.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-02494, author = {Aditya Paliwal and Felix Gimeno and Vinod Nair and Yujia Li and Miles Lubin and Pushmeet Kohli and Oriol Vinyals}, title = {{REGAL:} Transfer Learning For Fast Optimization of Computation Graphs}, journal = {CoRR}, volume = {abs/1905.02494}, year = {2019}, url = {http://arxiv.org/abs/1905.02494}, eprinttype = {arXiv}, eprint = {1905.02494}, timestamp = {Sat, 02 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-02494.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-13077, author = {Simon A. A. Kohl and Bernardino Romera{-}Paredes and Klaus H. Maier{-}Hein and Danilo Jimenez Rezende and S. M. Ali Eslami and Pushmeet Kohli and Andrew Zisserman and Olaf Ronneberger}, title = {A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities}, journal = {CoRR}, volume = {abs/1905.13077}, year = {2019}, url = {http://arxiv.org/abs/1905.13077}, eprinttype = {arXiv}, eprint = {1905.13077}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-13077.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-13725, author = {Jonathan Uesato and Jean{-}Baptiste Alayrac and Po{-}Sen Huang and Robert Stanforth and Alhussein Fawzi and Pushmeet Kohli}, title = {Are Labels Required for Improving Adversarial Robustness?}, journal = {CoRR}, volume = {abs/1905.13725}, year = {2019}, url = {http://arxiv.org/abs/1905.13725}, eprinttype = {arXiv}, eprint = {1905.13725}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-13725.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-02610, author = {Chongli Qin and James Martens and Sven Gowal and Dilip Krishnan and Krishnamurthy Dvijotham and Alhussein Fawzi and Soham De and Robert Stanforth and Pushmeet Kohli}, title = {Adversarial Robustness through Local Linearization}, journal = {CoRR}, volume = {abs/1907.02610}, year = {2019}, url = {http://arxiv.org/abs/1907.02610}, eprinttype = {arXiv}, eprint = {1907.02610}, timestamp = {Mon, 08 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-02610.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-01492, author = {Po{-}Sen Huang and Robert Stanforth and Johannes Welbl and Chris Dyer and Dani Yogatama and Sven Gowal and Krishnamurthy Dvijotham and Pushmeet Kohli}, title = {Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation}, journal = {CoRR}, volume = {abs/1909.01492}, year = {2019}, url = {http://arxiv.org/abs/1909.01492}, eprinttype = {arXiv}, eprint = {1909.01492}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-01492.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-06588, author = {Rudy Bunel and Jingyue Lu and Ilker Turkaslan and Philip H. S. Torr and Pushmeet Kohli and M. Pawan Kumar}, title = {Branch and Bound for Piecewise Linear Neural Network Verification}, journal = {CoRR}, volume = {abs/1909.06588}, year = {2019}, url = {http://arxiv.org/abs/1909.06588}, eprinttype = {arXiv}, eprint = {1909.06588}, timestamp = {Mon, 23 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-06588.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-01442, author = {Kexin Yi and Chuang Gan and Yunzhu Li and Pushmeet Kohli and Jiajun Wu and Antonio Torralba and Joshua B. Tenenbaum}, title = {{CLEVRER:} CoLlision Events for Video REpresentation and Reasoning}, journal = {CoRR}, volume = {abs/1910.01442}, year = {2019}, url = {http://arxiv.org/abs/1910.01442}, eprinttype = {arXiv}, eprint = {1910.01442}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-01442.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-02227, author = {Richard Evans and Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and Johannes Welbl and Pushmeet Kohli and Marek J. Sergot}, title = {Making sense of sensory input}, journal = {CoRR}, volume = {abs/1910.02227}, year = {2019}, url = {http://arxiv.org/abs/1910.02227}, eprinttype = {arXiv}, eprint = {1910.02227}, timestamp = {Mon, 27 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-02227.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-09338, author = {Sven Gowal and Jonathan Uesato and Chongli Qin and Po{-}Sen Huang and Timothy A. Mann and Pushmeet Kohli}, title = {An Alternative Surrogate Loss for PGD-based Adversarial Testing}, journal = {CoRR}, volume = {abs/1910.09338}, year = {2019}, url = {http://arxiv.org/abs/1910.09338}, eprinttype = {arXiv}, eprint = {1910.09338}, timestamp = {Tue, 22 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-09338.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-12980, author = {Hanjun Dai and Yujia Li and Chenglong Wang and Rishabh Singh and Po{-}Sen Huang and Pushmeet Kohli}, title = {Learning Transferable Graph Exploration}, journal = {CoRR}, volume = {abs/1910.12980}, year = {2019}, url = {http://arxiv.org/abs/1910.12980}, eprinttype = {arXiv}, eprint = {1910.12980}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-12980.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-03064, author = {Po{-}Sen Huang and Huan Zhang and Ray Jiang and Robert Stanforth and Johannes Welbl and Jack Rae and Vishal Maini and Dani Yogatama and Pushmeet Kohli}, title = {Reducing Sentiment Bias in Language Models via Counterfactual Evaluation}, journal = {CoRR}, volume = {abs/1911.03064}, year = {2019}, url = {http://arxiv.org/abs/1911.03064}, eprinttype = {arXiv}, eprint = {1911.03064}, timestamp = {Mon, 11 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-03064.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-02184, author = {Daniel Zoran and Mike Chrzanowski and Po{-}Sen Huang and Sven Gowal and Alex Mott and Pushmeet Kohli}, title = {Towards Robust Image Classification Using Sequential Attention Models}, journal = {CoRR}, volume = {abs/1912.02184}, year = {2019}, url = {http://arxiv.org/abs/1912.02184}, eprinttype = {arXiv}, eprint = {1912.02184}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-02184.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-03192, author = {Sven Gowal and Chongli Qin and Po{-}Sen Huang and A. Taylan Cemgil and Krishnamurthy Dvijotham and Timothy A. Mann and Pushmeet Kohli}, title = {Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations}, journal = {CoRR}, volume = {abs/1912.03192}, year = {2019}, url = {http://arxiv.org/abs/1912.03192}, eprinttype = {arXiv}, eprint = {1912.03192}, timestamp = {Wed, 09 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-03192.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/WangGKJ18, author = {Zi Wang and Clement Gehring and Pushmeet Kohli and Stefanie Jegelka}, editor = {Amos J. Storkey and Fernando P{\'{e}}rez{-}Cruz}, title = {Batched Large-scale Bayesian Optimization in High-dimensional Spaces}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain}, series = {Proceedings of Machine Learning Research}, volume = {84}, pages = {745--754}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v84/wang18c.html}, timestamp = {Thu, 17 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aistats/WangGKJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/BahdanauHLHKG18, author = {Dzmitry Bahdanau and Felix Hill and Jan Leike and Edward Hughes and Pushmeet Kohli and Edward Grefenstette}, title = {Jointly Learning "What" and "How" from Instructions and Goal-States}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=BkmZvdkPM}, timestamp = {Fri, 09 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/BahdanauHLHKG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/BunelHDSK18, author = {Rudy Bunel and Matthew J. Hausknecht and Jacob Devlin and Rishabh Singh and Pushmeet Kohli}, title = {Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=H1Xw62kRZ}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/BunelHDSK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/EvansSAKG18, author = {Richard Evans and David Saxton and David Amos and Pushmeet Kohli and Edward Grefenstette}, title = {Can Neural Networks Understand Logical Entailment?}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=SkZxCk-0Z}, timestamp = {Mon, 27 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/EvansSAKG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/UesatoOKO18, author = {Jonathan Uesato and Brendan O'Donoghue and Pushmeet Kohli and A{\"{a}}ron van den Oord}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Adversarial Risk and the Dangers of Evaluating Against Weak Attacks}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {5032--5041}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/uesato18a.html}, timestamp = {Wed, 03 Apr 2019 18:17:30 +0200}, biburl = {https://dblp.org/rec/conf/icml/UesatoOKO18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/VermaMSKC18, author = {Abhinav Verma and Vijayaraghavan Murali and Rishabh Singh and Pushmeet Kohli and Swarat Chaudhuri}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Programmatically Interpretable Reinforcement Learning}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {5052--5061}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/verma18a.html}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/VermaMSKC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/BhatiaKS18, author = {Sahil Bhatia and Pushmeet Kohli and Rishabh Singh}, editor = {Michel Chaudron and Ivica Crnkovic and Marsha Chechik and Mark Harman}, title = {Neuro-symbolic program corrector for introductory programming assignments}, booktitle = {Proceedings of the 40th International Conference on Software Engineering, {ICSE} 2018, Gothenburg, Sweden, May 27 - June 03, 2018}, pages = {60--70}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3180155.3180219}, doi = {10.1145/3180155.3180219}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icse/BhatiaKS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Yi0G0KT18, author = {Kexin Yi and Jiajun Wu and Chuang Gan and Antonio Torralba and Pushmeet Kohli and Josh Tenenbaum}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Neural-Symbolic {VQA:} Disentangling Reasoning from Vision and Language Understanding}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {1039--1050}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/5e388103a391daabe3de1d76a6739ccd-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Yi0G0KT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BunelTTKM18, author = {Rudy Bunel and Ilker Turkaslan and Philip H. S. Torr and Pushmeet Kohli and Pawan Kumar Mudigonda}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {A Unified View of Piecewise Linear Neural Network Verification}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {4795--4804}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/be53d253d6bc3258a8160556dda3e9b2-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BunelTTKM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/DvijothamSGMK18, author = {Krishnamurthy Dvijotham and Robert Stanforth and Sven Gowal and Timothy A. Mann and Pushmeet Kohli}, editor = {Amir Globerson and Ricardo Silva}, title = {A Dual Approach to Scalable Verification of Deep Networks}, booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10, 2018}, pages = {550--559}, publisher = {{AUAI} Press}, year = {2018}, url = {http://auai.org/uai2018/proceedings/papers/204.pdf}, timestamp = {Wed, 09 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/DvijothamSGMK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-05666, author = {Jonathan Uesato and Brendan O'Donoghue and A{\"{a}}ron van den Oord and Pushmeet Kohli}, title = {Adversarial Risk and the Dangers of Evaluating Against Weak Attacks}, journal = {CoRR}, volume = {abs/1802.05666}, year = {2018}, url = {http://arxiv.org/abs/1802.05666}, eprinttype = {arXiv}, eprint = {1802.05666}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-05666.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-08535, author = {Richard Evans and David Saxton and David Amos and Pushmeet Kohli and Edward Grefenstette}, title = {Can Neural Networks Understand Logical Entailment?}, journal = {CoRR}, volume = {abs/1802.08535}, year = {2018}, url = {http://arxiv.org/abs/1802.08535}, eprinttype = {arXiv}, eprint = {1802.08535}, timestamp = {Mon, 27 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-08535.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-06567, author = {Krishnamurthy Dvijotham and Robert Stanforth and Sven Gowal and Timothy A. Mann and Pushmeet Kohli}, title = {A Dual Approach to Scalable Verification of Deep Networks}, journal = {CoRR}, volume = {abs/1803.06567}, year = {2018}, url = {http://arxiv.org/abs/1803.06567}, eprinttype = {arXiv}, eprint = {1803.06567}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-06567.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-02477, author = {Abhinav Verma and Vijayaraghavan Murali and Rishabh Singh and Pushmeet Kohli and Swarat Chaudhuri}, title = {Programmatically Interpretable Reinforcement Learning}, journal = {CoRR}, volume = {abs/1804.02477}, year = {2018}, url = {http://arxiv.org/abs/1804.02477}, eprinttype = {arXiv}, eprint = {1804.02477}, timestamp = {Tue, 03 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-02477.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-04276, author = {Rudy Bunel and Matthew J. Hausknecht and Jacob Devlin and Rishabh Singh and Pushmeet Kohli}, title = {Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis}, journal = {CoRR}, volume = {abs/1805.04276}, year = {2018}, url = {http://arxiv.org/abs/1805.04276}, eprinttype = {arXiv}, eprint = {1805.04276}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-04276.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-09028, author = {Thomas Joy and Alban Desmaison and Thalaiyasingam Ajanthan and Rudy Bunel and Mathieu Salzmann and Pushmeet Kohli and Philip H. S. Torr and M. Pawan Kumar}, title = {Efficient Relaxations for Dense CRFs with Sparse Higher Order Potentials}, journal = {CoRR}, volume = {abs/1805.09028}, year = {2018}, url = {http://arxiv.org/abs/1805.09028}, eprinttype = {arXiv}, eprint = {1805.09028}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-09028.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-10265, author = {Krishnamurthy Dvijotham and Sven Gowal and Robert Stanforth and Relja Arandjelovic and Brendan O'Donoghue and Jonathan Uesato and Pushmeet Kohli}, title = {Training verified learners with learned verifiers}, journal = {CoRR}, volume = {abs/1805.10265}, year = {2018}, url = {http://arxiv.org/abs/1805.10265}, eprinttype = {arXiv}, eprint = {1805.10265}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-10265.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-11199, author = {Nantas Nardelli and Gabriel Synnaeve and Zeming Lin and Pushmeet Kohli and Philip H. S. Torr and Nicolas Usunier}, title = {Value Propagation Networks}, journal = {CoRR}, volume = {abs/1805.11199}, year = {2018}, url = {http://arxiv.org/abs/1805.11199}, eprinttype = {arXiv}, eprint = {1805.11199}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-11199.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-01261, author = {Peter W. Battaglia and Jessica B. Hamrick and Victor Bapst and Alvaro Sanchez{-}Gonzalez and Vin{\'{\i}}cius Flores Zambaldi and Mateusz Malinowski and Andrea Tacchetti and David Raposo and Adam Santoro and Ryan Faulkner and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and H. Francis Song and Andrew J. Ballard and Justin Gilmer and George E. Dahl and Ashish Vaswani and Kelsey R. Allen and Charles Nash and Victoria Langston and Chris Dyer and Nicolas Heess and Daan Wierstra and Pushmeet Kohli and Matthew M. Botvinick and Oriol Vinyals and Yujia Li and Razvan Pascanu}, title = {Relational inductive biases, deep learning, and graph networks}, journal = {CoRR}, volume = {abs/1806.01261}, year = {2018}, url = {http://arxiv.org/abs/1806.01261}, eprinttype = {arXiv}, eprint = {1806.01261}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-01261.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-01946, author = {Dzmitry Bahdanau and Felix Hill and Jan Leike and Edward Hughes and Pushmeet Kohli and Edward Grefenstette}, title = {Learning to Follow Language Instructions with Adversarial Reward Induction}, journal = {CoRR}, volume = {abs/1806.01946}, year = {2018}, url = {http://arxiv.org/abs/1806.01946}, eprinttype = {arXiv}, eprint = {1806.01946}, timestamp = {Fri, 09 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-01946.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-02338, author = {Kexin Yi and Jiajun Wu and Chuang Gan and Antonio Torralba and Pushmeet Kohli and Joshua B. Tenenbaum}, title = {Neural-Symbolic {VQA:} Disentangling Reasoning from Vision and Language Understanding}, journal = {CoRR}, volume = {abs/1810.02338}, year = {2018}, url = {http://arxiv.org/abs/1810.02338}, eprinttype = {arXiv}, eprint = {1810.02338}, timestamp = {Tue, 30 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-02338.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-12715, author = {Sven Gowal and Krishnamurthy Dvijotham and Robert Stanforth and Rudy Bunel and Chongli Qin and Jonathan Uesato and Relja Arandjelovic and Timothy A. Mann and Pushmeet Kohli}, title = {On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models}, journal = {CoRR}, volume = {abs/1810.12715}, year = {2018}, url = {http://arxiv.org/abs/1810.12715}, eprinttype = {arXiv}, eprint = {1810.12715}, timestamp = {Thu, 08 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-12715.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-09300, author = {Edward Grefenstette and Robert Stanforth and Brendan O'Donoghue and Jonathan Uesato and Grzegorz Swirszcz and Pushmeet Kohli}, title = {Strength in Numbers: Trading-off Robustness and Computation via Adversarially-Trained Ensembles}, journal = {CoRR}, volume = {abs/1811.09300}, year = {2018}, url = {http://arxiv.org/abs/1811.09300}, eprinttype = {arXiv}, eprint = {1811.09300}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-09300.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-01483, author = {Thomas Kipf and Yujia Li and Hanjun Dai and Vin{\'{\i}}cius Flores Zambaldi and Edward Grefenstette and Pushmeet Kohli and Peter W. Battaglia}, title = {Compositional Imitation Learning: Explaining and executing one task at a time}, journal = {CoRR}, volume = {abs/1812.01483}, year = {2018}, url = {http://arxiv.org/abs/1812.01483}, eprinttype = {arXiv}, eprint = {1812.01483}, timestamp = {Sat, 02 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-01483.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-01647, author = {Jonathan Uesato and Ananya Kumar and Csaba Szepesv{\'{a}}ri and Tom Erez and Avraham Ruderman and Keith Anderson and Krishnamurthy Dvijotham and Nicolas Heess and Pushmeet Kohli}, title = {Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures}, journal = {CoRR}, volume = {abs/1812.01647}, year = {2018}, url = {http://arxiv.org/abs/1812.01647}, eprinttype = {arXiv}, eprint = {1812.01647}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-01647.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-02795, author = {Krishnamurthy Dvijotham and Marta Garnelo and Alhussein Fawzi and Pushmeet Kohli}, title = {Verification of deep probabilistic models}, journal = {CoRR}, volume = {abs/1812.02795}, year = {2018}, url = {http://arxiv.org/abs/1812.02795}, eprinttype = {arXiv}, eprint = {1812.02795}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-02795.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-05979, author = {Miljan Martic and Jan Leike and Andrew Trask and Matteo Hessel and Shane Legg and Pushmeet Kohli}, title = {Scaling shared model governance via model splitting}, journal = {CoRR}, volume = {abs/1812.05979}, year = {2018}, url = {http://arxiv.org/abs/1812.05979}, eprinttype = {arXiv}, eprint = {1812.05979}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-05979.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dagstuhl-reports/JansenKKK18, author = {Nils Jansen and Joost{-}Pieter Katoen and Pushmeet Kohli and Jan Kret{\'{\i}}nsk{\'{y}}}, title = {Machine Learning and Model Checking Join Forces (Dagstuhl Seminar 18121)}, journal = {Dagstuhl Reports}, volume = {8}, number = {3}, pages = {74--93}, year = {2018}, url = {https://doi.org/10.4230/DagRep.8.3.74}, doi = {10.4230/DAGREP.8.3.74}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dagstuhl-reports/JansenKKK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/0001TK17, author = {Jiajun Wu and Joshua B. Tenenbaum and Pushmeet Kohli}, title = {Neural Scene De-rendering}, booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017}, pages = {7035--7043}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/CVPR.2017.744}, doi = {10.1109/CVPR.2017.744}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/0001TK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/ZhangBKIX17, author = {Yinda Zhang and Mingru Bai and Pushmeet Kohli and Shahram Izadi and Jianxiong Xiao}, title = {DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice, Italy, October 22-29, 2017}, pages = {1201--1210}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCV.2017.135}, doi = {10.1109/ICCV.2017.135}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/ZhangBKIX17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/Liu0KF17, author = {Chen Liu and Jiajun Wu and Pushmeet Kohli and Yasutaka Furukawa}, title = {Raster-to-Vector: Revisiting Floorplan Transformation}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice, Italy, October 22-29, 2017}, pages = {2214--2222}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCV.2017.241}, doi = {10.1109/ICCV.2017.241}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/Liu0KF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/OlszewskiLYZYHX17, author = {Kyle Olszewski and Zimo Li and Chao Yang and Yi Zhou and Ronald Yu and Zeng Huang and Sitao Xiang and Shunsuke Saito and Pushmeet Kohli and Hao Li}, title = {Realistic Dynamic Facial Textures from a Single Image Using GANs}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice, Italy, October 22-29, 2017}, pages = {5439--5448}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCV.2017.580}, doi = {10.1109/ICCV.2017.580}, timestamp = {Wed, 13 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/OlszewskiLYZYHX17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccvw/RomaszkoWMK17, author = {Lukasz Romaszko and Christopher K. I. Williams and Pol Moreno and Pushmeet Kohli}, title = {Vision-as-Inverse-Graphics: Obtaining a Rich 3D Explanation of a Scene from a Single Image}, booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops, {ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017}, pages = {940--948}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCVW.2017.115}, doi = {10.1109/ICCVW.2017.115}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccvw/RomaszkoWMK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/BunelDKTK17, author = {Rudy Bunel and Alban Desmaison and M. Pawan Kumar and Philip H. S. Torr and Pushmeet Kohli}, title = {Learning to superoptimize programs}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=r1rz6U5lg}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/BunelDKTK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ParisottoMS0ZK17, author = {Emilio Parisotto and Abdel{-}rahman Mohamed and Rishabh Singh and Lihong Li and Dengyong Zhou and Pushmeet Kohli}, title = {Neuro-Symbolic Program Synthesis}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=rJ0JwFcex}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ParisottoMS0ZK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/YangYKYH17, author = {Yingzhen Yang and Jiahui Yu and Pushmeet Kohli and Jianchao Yang and Thomas S. Huang}, title = {Support Regularized Sparse Coding and Its Fast Encoder}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=HkljfjFee}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/YangYKYH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/AllamanisCKS17, author = {Miltiadis Allamanis and Pankajan Chanthirasegaran and Pushmeet Kohli and Charles Sutton}, editor = {Doina Precup and Yee Whye Teh}, title = {Learning Continuous Semantic Representations of Symbolic Expressions}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {80--88}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/allamanis17a.html}, timestamp = {Mon, 12 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/AllamanisCKS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DevlinUBSMK17, author = {Jacob Devlin and Jonathan Uesato and Surya Bhupatiraju and Rishabh Singh and Abdel{-}rahman Mohamed and Pushmeet Kohli}, editor = {Doina Precup and Yee Whye Teh}, title = {RobustFill: Neural Program Learning under Noisy {I/O}}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {990--998}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/devlin17a.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DevlinUBSMK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/FoersterNFATKW17, author = {Jakob N. Foerster and Nantas Nardelli and Gregory Farquhar and Triantafyllos Afouras and Philip H. S. Torr and Pushmeet Kohli and Shimon Whiteson}, editor = {Doina Precup and Yee Whye Teh}, title = {Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {1146--1155}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/foerster17b.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/FoersterNFATKW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/OhSLK17, author = {Junhyuk Oh and Satinder Singh and Honglak Lee and Pushmeet Kohli}, editor = {Doina Precup and Yee Whye Teh}, title = {Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {2661--2670}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/oh17a.html}, timestamp = {Tue, 19 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/OhSLK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WangLJK17, author = {Zi Wang and Chengtao Li and Stefanie Jegelka and Pushmeet Kohli}, editor = {Doina Precup and Yee Whye Teh}, title = {Batched High-dimensional Bayesian Optimization via Structural Kernel Learning}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {3656--3664}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/wang17h.html}, timestamp = {Thu, 17 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/WangLJK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/0001LKFT17, author = {Jiajun Wu and Erika Lu and Pushmeet Kohli and Bill Freeman and Josh Tenenbaum}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Learning to See Physics via Visual De-animation}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {153--164}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/4c56ff4ce4aaf9573aa5dff913df997a-Abstract.html}, timestamp = {Thu, 21 Jan 2021 13:58:27 +0100}, biburl = {https://dblp.org/rec/conf/nips/0001LKFT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DevlinBSHK17, author = {Jacob Devlin and Rudy Bunel and Rishabh Singh and Matthew J. Hausknecht and Pushmeet Kohli}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Neural Program Meta-Induction}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {2080--2088}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/3bf55bbad370a8fcad1d09b005e278c2-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DevlinBSHK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/NarayanaswamyPM17, author = {Siddharth Narayanaswamy and Brooks Paige and Jan{-}Willem van de Meent and Alban Desmaison and Noah D. Goodman and Pushmeet Kohli and Frank D. Wood and Philip H. S. Torr}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Learning Disentangled Representations with Semi-Supervised Deep Generative Models}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {5925--5935}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/9cb9ed4f35cf7c2f295cc2bc6f732a84-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/NarayanaswamyPM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sas/BrockschmidtCKK17, author = {Marc Brockschmidt and Yuxin Chen and Pushmeet Kohli and Siddharth Krishna and Daniel Tarlow}, editor = {Francesco Ranzato}, title = {Learning Shape Analysis}, booktitle = {Static Analysis - 24th International Symposium, {SAS} 2017, New York, NY, USA, August 30 - September 1, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10422}, pages = {66--87}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-66706-5\_4}, doi = {10.1007/978-3-319-66706-5\_4}, timestamp = {Tue, 25 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sas/BrockschmidtCKK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/snapl/SinghK17, author = {Rishabh Singh and Pushmeet Kohli}, editor = {Benjamin S. Lerner and Rastislav Bod{\'{\i}}k and Shriram Krishnamurthi}, title = {{AP:} Artificial Programming}, booktitle = {2nd Summit on Advances in Programming Languages, {SNAPL} 2017, May 7-10, 2017, Asilomar, CA, {USA}}, series = {LIPIcs}, volume = {71}, pages = {16:1--16:12}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik}, year = {2017}, url = {https://doi.org/10.4230/LIPIcs.SNAPL.2017.16}, doi = {10.4230/LIPICS.SNAPL.2017.16}, timestamp = {Tue, 11 Feb 2020 15:52:14 +0100}, biburl = {https://dblp.org/rec/conf/snapl/SinghK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FoersterNFTKW17, author = {Jakob N. Foerster and Nantas Nardelli and Gregory Farquhar and Philip H. S. Torr and Pushmeet Kohli and Shimon Whiteson}, title = {Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning}, journal = {CoRR}, volume = {abs/1702.08887}, year = {2017}, url = {http://arxiv.org/abs/1702.08887}, eprinttype = {arXiv}, eprint = {1702.08887}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/FoersterNFTKW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1703-01973, author = {Zi Wang and Chengtao Li and Stefanie Jegelka and Pushmeet Kohli}, title = {Batched High-dimensional Bayesian Optimization via Structural Kernel Learning}, journal = {CoRR}, volume = {abs/1703.01973}, year = {2017}, url = {http://arxiv.org/abs/1703.01973}, eprinttype = {arXiv}, eprint = {1703.01973}, timestamp = {Thu, 17 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1703-01973.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DevlinUBSMK17, author = {Jacob Devlin and Jonathan Uesato and Surya Bhupatiraju and Rishabh Singh and Abdel{-}rahman Mohamed and Pushmeet Kohli}, title = {RobustFill: Neural Program Learning under Noisy {I/O}}, journal = {CoRR}, volume = {abs/1703.07469}, year = {2017}, url = {http://arxiv.org/abs/1703.07469}, eprinttype = {arXiv}, eprint = {1703.07469}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DevlinUBSMK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BhupatirajuSMK17, author = {Surya Bhupatiraju and Rishabh Singh and Abdel{-}rahman Mohamed and Pushmeet Kohli}, title = {Deep {API} Programmer: Learning to Program with APIs}, journal = {CoRR}, volume = {abs/1704.04327}, year = {2017}, url = {http://arxiv.org/abs/1704.04327}, eprinttype = {arXiv}, eprint = {1704.04327}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BhupatirajuSMK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SiddharthPMDWGK17, author = {N. Siddharth and Brooks Paige and Jan{-}Willem van de Meent and Alban Desmaison and Frank D. Wood and Noah D. Goodman and Pushmeet Kohli and Philip H. S. Torr}, title = {Learning Disentangled Representations with Semi-Supervised Deep Generative Models}, journal = {CoRR}, volume = {abs/1706.00400}, year = {2017}, url = {http://arxiv.org/abs/1706.00400}, eprinttype = {arXiv}, eprint = {1706.00400}, timestamp = {Fri, 19 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SiddharthPMDWGK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1706-01445, author = {Zi Wang and Clement Gehring and Pushmeet Kohli and Stefanie Jegelka}, title = {Batched Large-scale Bayesian Optimization in High-dimensional Spaces}, journal = {CoRR}, volume = {abs/1706.01445}, year = {2017}, url = {http://arxiv.org/abs/1706.01445}, eprinttype = {arXiv}, eprint = {1706.01445}, timestamp = {Thu, 17 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1706-01445.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/OhSLK17, author = {Junhyuk Oh and Satinder Singh and Honglak Lee and Pushmeet Kohli}, title = {Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning}, journal = {CoRR}, volume = {abs/1706.05064}, year = {2017}, url = {http://arxiv.org/abs/1706.05064}, eprinttype = {arXiv}, eprint = {1706.05064}, timestamp = {Tue, 19 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/OhSLK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-04157, author = {Jacob Devlin and Rudy Bunel and Rishabh Singh and Matthew J. Hausknecht and Pushmeet Kohli}, title = {Neural Program Meta-Induction}, journal = {CoRR}, volume = {abs/1710.04157}, year = {2017}, url = {http://arxiv.org/abs/1710.04157}, eprinttype = {arXiv}, eprint = {1710.04157}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-04157.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-11054, author = {Jacob Devlin and Jonathan Uesato and Rishabh Singh and Pushmeet Kohli}, title = {Semantic Code Repair using Neuro-Symbolic Transformation Networks}, journal = {CoRR}, volume = {abs/1710.11054}, year = {2017}, url = {http://arxiv.org/abs/1710.11054}, eprinttype = {arXiv}, eprint = {1710.11054}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-11054.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-00455, author = {Rudy Bunel and Ilker Turkaslan and Philip H. S. Torr and Pushmeet Kohli and M. Pawan Kumar}, title = {Piecewise Linear Neural Network verification: {A} comparative study}, journal = {CoRR}, volume = {abs/1711.00455}, year = {2017}, url = {http://arxiv.org/abs/1711.00455}, eprinttype = {arXiv}, eprint = {1711.00455}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-00455.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/VenanziGKJ16, author = {Matteo Venanzi and John Guiver and Pushmeet Kohli and Nicholas R. Jennings}, title = {Time-Sensitive Bayesian Information Aggregation for Crowdsourcing Systems}, journal = {J. Artif. Intell. Res.}, volume = {56}, pages = {517--545}, year = {2016}, url = {https://doi.org/10.1613/jair.5175}, doi = {10.1613/JAIR.5175}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jair/VenanziGKJ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/Izadi16, author = {Mingsong Dou and Sameh Khamis and Yury Degtyarev and Philip Davidson and Sean Ryan Fanello and Adarsh Kowdle and Sergio Orts{-}Escolano and Christoph Rhemann and David Kim and Jonathan Taylor and Pushmeet Kohli and Vladimir Tankovich and Shahram Izadi}, title = {Fusion4D: real-time performance capture of challenging scenes}, journal = {{ACM} Trans. Graph.}, volume = {35}, number = {4}, pages = {114:1--114:13}, year = {2016}, url = {https://doi.org/10.1145/2897824.2925969}, doi = {10.1145/2897824.2925969}, timestamp = {Thu, 23 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/Izadi16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/SharpIBFS16, author = {Jonathan Taylor and Lucas Bordeaux and Thomas J. Cashman and Bob Corish and Cem Keskin and Toby Sharp and Eduardo Soto and David Sweeney and Julien P. C. Valentin and Benjamin Luff and Arran Topalian and Erroll Wood and Sameh Khamis and Pushmeet Kohli and Shahram Izadi and Richard Banks and Andrew W. Fitzgibbon and Jamie Shotton}, title = {Efficient and precise interactive hand tracking through joint, continuous optimization of pose and correspondences}, journal = {{ACM} Trans. Graph.}, volume = {35}, number = {4}, pages = {143:1--143:12}, year = {2016}, url = {https://doi.org/10.1145/2897824.2925965}, doi = {10.1145/2897824.2925965}, timestamp = {Tue, 06 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/SharpIBFS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/3dim/ValentinDNKTIK16, author = {Julien P. C. Valentin and Angela Dai and Matthias Nie{\ss}ner and Pushmeet Kohli and Philip H. S. Torr and Shahram Izadi and Cem Keskin}, title = {Learning to Navigate the Energy Landscape}, booktitle = {Fourth International Conference on 3D Vision, 3DV 2016, Stanford, CA, USA, October 25-28, 2016}, pages = {323--332}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/3DV.2016.41}, doi = {10.1109/3DV.2016.41}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/3dim/ValentinDNKTIK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/WangFRIK16, author = {Shenlong Wang and Sean Ryan Fanello and Christoph Rhemann and Shahram Izadi and Pushmeet Kohli}, title = {The Global Patch Collider}, booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016}, pages = {127--135}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/CVPR.2016.21}, doi = {10.1109/CVPR.2016.21}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/WangFRIK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiuKF16, author = {Chen Liu and Pushmeet Kohli and Yasutaka Furukawa}, title = {Layered Scene Decomposition via the Occlusion-CRF}, booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016}, pages = {165--173}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/CVPR.2016.25}, doi = {10.1109/CVPR.2016.25}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LiuKF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/MorenoWNK16, author = {Pol Moreno and Christopher K. I. Williams and Charlie Nash and Pushmeet Kohli}, editor = {Gang Hua and Herv{\'{e}} J{\'{e}}gou}, title = {Overcoming Occlusion with Inverse Graphics}, booktitle = {Computer Vision - {ECCV} 2016 Workshops - Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {9915}, pages = {170--185}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-49409-8\_16}, doi = {10.1007/978-3-319-49409-8\_16}, timestamp = {Sun, 02 Jun 2019 21:17:49 +0200}, biburl = {https://dblp.org/rec/conf/eccv/MorenoWNK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/GrantKG16, author = {Edward Grant and Pushmeet Kohli and Marcel van Gerven}, editor = {Gang Hua and Herv{\'{e}} J{\'{e}}gou}, title = {Deep Disentangled Representations for Volumetric Reconstruction}, booktitle = {Computer Vision - {ECCV} 2016 Workshops - Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {9915}, pages = {266--279}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-49409-8\_22}, doi = {10.1007/978-3-319-49409-8\_22}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eccv/GrantKG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/DesmaisonBKTK16, author = {Alban Desmaison and Rudy Bunel and Pushmeet Kohli and Philip H. S. Torr and M. Pawan Kumar}, editor = {Bastian Leibe and Jiri Matas and Nicu Sebe and Max Welling}, title = {Efficient Continuous Relaxations for Dense {CRF}}, booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9906}, pages = {818--833}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46475-6\_50}, doi = {10.1007/978-3-319-46475-6\_50}, timestamp = {Wed, 07 Dec 2022 23:10:23 +0100}, biburl = {https://dblp.org/rec/conf/eccv/DesmaisonBKTK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/MostafazadehCHP16, author = {Nasrin Mostafazadeh and Nathanael Chambers and Xiaodong He and Devi Parikh and Dhruv Batra and Lucy Vanderwende and Pushmeet Kohli and James F. Allen}, editor = {Kevin Knight and Ani Nenkova and Owen Rambow}, title = {A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories}, booktitle = {{NAACL} {HLT} 2016, The 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, San Diego California, USA, June 12-17, 2016}, pages = {839--849}, publisher = {The Association for Computational Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/n16-1098}, doi = {10.18653/V1/N16-1098}, timestamp = {Thu, 25 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/MostafazadehCHP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/HuangFMMADGHKBZ16, author = {Ting{-}Hao (Kenneth) Huang and Francis Ferraro and Nasrin Mostafazadeh and Ishan Misra and Aishwarya Agrawal and Jacob Devlin and Ross B. Girshick and Xiaodong He and Pushmeet Kohli and Dhruv Batra and C. Lawrence Zitnick and Devi Parikh and Lucy Vanderwende and Michel Galley and Margaret Mitchell}, editor = {Kevin Knight and Ani Nenkova and Owen Rambow}, title = {Visual Storytelling}, booktitle = {{NAACL} {HLT} 2016, The 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, San Diego California, USA, June 12-17, 2016}, pages = {1233--1239}, publisher = {The Association for Computational Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/n16-1147}, doi = {10.18653/V1/N16-1147}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/HuangFMMADGHKBZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FigurnovIVK16, author = {Mikhail Figurnov and Aizhan Ibraimova and Dmitry P. Vetrov and Pushmeet Kohli}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {947--955}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/f0e52b27a7a5d6a1a87373dffa53dbe5-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/FigurnovIVK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BunelDMKT16, author = {Rudy Bunel and Alban Desmaison and Pawan Kumar Mudigonda and Pushmeet Kohli and Philip H. S. Torr}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {Adaptive Neural Compilation}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {1444--1452}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/f0adc8838f4bdedde4ec2cfad0515589-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BunelDMKT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KathuriaDK16, author = {Tarun Kathuria and Amit Deshpande and Pushmeet Kohli}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {Batched Gaussian Process Bandit Optimization via Determinantal Point Processes}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {4206--4214}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/a1d7311f2a312426d710e1c617fcbc8c-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KathuriaDK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/repeval/MostafazadehVYK16, author = {Nasrin Mostafazadeh and Lucy Vanderwende and Wen{-}tau Yih and Pushmeet Kohli and James F. Allen}, title = {Story Cloze Evaluator: Vector Space Representation Evaluation by Predicting What Happens Next}, booktitle = {Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, RepEval@ACL 2016, Berlin, Germany, August 2016}, pages = {24--29}, publisher = {Association for Computational Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/W16-2505}, doi = {10.18653/V1/W16-2505}, timestamp = {Fri, 06 Aug 2021 00:41:19 +0200}, biburl = {https://dblp.org/rec/conf/repeval/MostafazadehVYK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LewenbergBBK16, author = {Yoad Lewenberg and Yoram Bachrach and Lucas Bordeaux and Pushmeet Kohli}, editor = {Alexander Ihler and Dominik Janzing}, title = {Political Dimensionality Estimation Using a Probabilistic Graphical Model}, booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}}, publisher = {{AUAI} Press}, year = {2016}, url = {http://auai.org/uai2016/proceedings/papers/61.pdf}, timestamp = {Mon, 05 Dec 2022 15:54:38 +0100}, biburl = {https://dblp.org/rec/conf/uai/LewenbergBBK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uist/Orts-EscolanoRF16, author = {Sergio Orts{-}Escolano and Christoph Rhemann and Sean Ryan Fanello and Wayne Chang and Adarsh Kowdle and Yury Degtyarev and David Kim and Philip Davidson and Sameh Khamis and Mingsong Dou and Vladimir Tankovich and Charles T. Loop and Qin Cai and Philip A. Chou and Sarah Mennicken and Julien P. C. Valentin and Vivek Pradeep and Shenlong Wang and Sing Bing Kang and Pushmeet Kohli and Yuliya Lutchyn and Cem Keskin and Shahram Izadi}, editor = {Jun Rekimoto and Takeo Igarashi and Jacob O. Wobbrock and Daniel Avrahami}, title = {Holoportation: Virtual 3D Teleportation in Real-time}, booktitle = {Proceedings of the 29th Annual Symposium on User Interface Software and Technology, {UIST} 2016, Tokyo, Japan, October 16-19, 2016}, pages = {741--754}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2984511.2984517}, doi = {10.1145/2984511.2984517}, timestamp = {Thu, 23 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uist/Orts-EscolanoRF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tac/NogueiraKMAKM16, author = {Rodrigo Nogueira and Taesup Kim and Abdel{-}rahman Mohamed and Ahmed Hassan Awadallah and Pushmeet Kohli and Ahmed Mohamed}, title = {{MSR} System Description - {TAC} 2016 {KBP} Cold Start Slof Filling Track}, booktitle = {Proceedings of the 2016 Text Analysis Conference, {TAC} 2016, Gaithersburg, Maryland, USA, November 14-15, 2016}, publisher = {{NIST}}, year = {2016}, url = {https://tac.nist.gov/publications/2016/participant.papers/TAC2016.MSR.proceedings.pdf}, timestamp = {Tue, 20 Aug 2019 13:25:24 +0200}, biburl = {https://dblp.org/rec/conf/tac/NogueiraKMAKM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangBKIX16, author = {Yinda Zhang and Mingru Bai and Pushmeet Kohli and Shahram Izadi and Jianxiong Xiao}, title = {DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding}, journal = {CoRR}, volume = {abs/1603.04922}, year = {2016}, url = {http://arxiv.org/abs/1603.04922}, eprinttype = {arXiv}, eprint = {1603.04922}, timestamp = {Fri, 20 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZhangBKIX16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ValentinDNKTIK16, author = {Julien P. C. Valentin and Angela Dai and Matthias Nie{\ss}ner and Pushmeet Kohli and Philip H. S. Torr and Shahram Izadi and Cem Keskin}, title = {Learning to Navigate the Energy Landscape}, journal = {CoRR}, volume = {abs/1603.05772}, year = {2016}, url = {http://arxiv.org/abs/1603.05772}, eprinttype = {arXiv}, eprint = {1603.05772}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ValentinDNKTIK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MostafazadehCHP16, author = {Nasrin Mostafazadeh and Nathanael Chambers and Xiaodong He and Devi Parikh and Dhruv Batra and Lucy Vanderwende and Pushmeet Kohli and James F. Allen}, title = {A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories}, journal = {CoRR}, volume = {abs/1604.01696}, year = {2016}, url = {http://arxiv.org/abs/1604.01696}, eprinttype = {arXiv}, eprint = {1604.01696}, timestamp = {Wed, 15 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/MostafazadehCHP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HuangFMMADGHKBZ16, author = {Ting{-}Hao (Kenneth) Huang and Francis Ferraro and Nasrin Mostafazadeh and Ishan Misra and Aishwarya Agrawal and Jacob Devlin and Ross B. Girshick and Xiaodong He and Pushmeet Kohli and Dhruv Batra and C. Lawrence Zitnick and Devi Parikh and Lucy Vanderwende and Michel Galley and Margaret Mitchell}, title = {Visual Storytelling}, journal = {CoRR}, volume = {abs/1604.03968}, year = {2016}, url = {http://arxiv.org/abs/1604.03968}, eprinttype = {arXiv}, eprint = {1604.03968}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HuangFMMADGHKBZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BunelDKTK16, author = {Rudy Bunel and Alban Desmaison and Pushmeet Kohli and Philip H. S. Torr and Pawan Kumar Mudigonda}, title = {Adaptive Neural Compilation}, journal = {CoRR}, volume = {abs/1605.07969}, year = {2016}, url = {http://arxiv.org/abs/1605.07969}, eprinttype = {arXiv}, eprint = {1605.07969}, timestamp = {Tue, 24 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BunelDKTK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GauntBSKKTT16, author = {Alexander L. Gaunt and Marc Brockschmidt and Rishabh Singh and Nate Kushman and Pushmeet Kohli and Jonathan Taylor and Daniel Tarlow}, title = {TerpreT: {A} Probabilistic Programming Language for Program Induction}, journal = {CoRR}, volume = {abs/1608.04428}, year = {2016}, url = {http://arxiv.org/abs/1608.04428}, eprinttype = {arXiv}, eprint = {1608.04428}, timestamp = {Thu, 22 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GauntBSKKTT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DesmaisonBKTK16, author = {Alban Desmaison and Rudy Bunel and Pushmeet Kohli and Philip H. S. Torr and M. Pawan Kumar}, title = {Efficient Continuous Relaxations for Dense {CRF}}, journal = {CoRR}, volume = {abs/1608.06192}, year = {2016}, url = {http://arxiv.org/abs/1608.06192}, eprinttype = {arXiv}, eprint = {1608.06192}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DesmaisonBKTK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GrantKG16, author = {Edward Grant and Pushmeet Kohli and Marcel van Gerven}, title = {Deep disentangled representations for volumetric reconstruction}, journal = {CoRR}, volume = {abs/1610.03777}, year = {2016}, url = {http://arxiv.org/abs/1610.03777}, eprinttype = {arXiv}, eprint = {1610.03777}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GrantKG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AllamanisCKS16, author = {Miltiadis Allamanis and Pankajan Chanthirasegaran and Pushmeet Kohli and Charles Sutton}, title = {Learning Continuous Semantic Representations of Symbolic Expressions}, journal = {CoRR}, volume = {abs/1611.01423}, year = {2016}, url = {http://arxiv.org/abs/1611.01423}, eprinttype = {arXiv}, eprint = {1611.01423}, timestamp = {Mon, 12 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AllamanisCKS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BunelDKTK16a, author = {Rudy Bunel and Alban Desmaison and M. Pawan Kumar and Philip H. S. Torr and Pushmeet Kohli}, title = {Learning to superoptimize programs}, journal = {CoRR}, volume = {abs/1611.01787}, year = {2016}, url = {http://arxiv.org/abs/1611.01787}, eprinttype = {arXiv}, eprint = {1611.01787}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BunelDKTK16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ParisottoMSLZK16, author = {Emilio Parisotto and Abdel{-}rahman Mohamed and Rishabh Singh and Lihong Li and Dengyong Zhou and Pushmeet Kohli}, title = {Neuro-Symbolic Program Synthesis}, journal = {CoRR}, volume = {abs/1611.01855}, year = {2016}, url = {http://arxiv.org/abs/1611.01855}, eprinttype = {arXiv}, eprint = {1611.01855}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ParisottoMSLZK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FakoorMMKK16, author = {Rasool Fakoor and Abdel{-}rahman Mohamed and Margaret Mitchell and Sing Bing Kang and Pushmeet Kohli}, title = {Memory-augmented Attention Modelling for Videos}, journal = {CoRR}, volume = {abs/1611.02261}, year = {2016}, url = {http://arxiv.org/abs/1611.02261}, eprinttype = {arXiv}, eprint = {1611.02261}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/FakoorMMKK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KathuriaDK16, author = {Tarun Kathuria and Amit Deshpande and Pushmeet Kohli}, title = {Batched Gaussian Process Bandit Optimization via Determinantal Point Processes}, journal = {CoRR}, volume = {abs/1611.04088}, year = {2016}, url = {http://arxiv.org/abs/1611.04088}, eprinttype = {arXiv}, eprint = {1611.04088}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KathuriaDK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SiddharthPDMWGK16, author = {N. Siddharth and Brooks Paige and Alban Desmaison and Jan{-}Willem van de Meent and Frank D. Wood and Noah D. Goodman and Pushmeet Kohli and Philip H. S. Torr}, title = {Inducing Interpretable Representations with Variational Autoencoders}, journal = {CoRR}, volume = {abs/1611.07492}, year = {2016}, url = {http://arxiv.org/abs/1611.07492}, eprinttype = {arXiv}, eprint = {1611.07492}, timestamp = {Fri, 19 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SiddharthPDMWGK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GauntBSKKTT16a, author = {Alexander L. Gaunt and Marc Brockschmidt and Rishabh Singh and Nate Kushman and Pushmeet Kohli and Jonathan Taylor and Daniel Tarlow}, title = {Summary - TerpreT: {A} Probabilistic Programming Language for Program Induction}, journal = {CoRR}, volume = {abs/1612.00817}, year = {2016}, url = {http://arxiv.org/abs/1612.00817}, eprinttype = {arXiv}, eprint = {1612.00817}, timestamp = {Thu, 22 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GauntBSKKTT16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BunelDKTK16b, author = {Rudy Bunel and Alban Desmaison and M. Pawan Kumar and Philip H. S. Torr and Pushmeet Kohli}, title = {Learning to superoptimize programs - Workshop Version}, journal = {CoRR}, volume = {abs/1612.01094}, year = {2016}, url = {http://arxiv.org/abs/1612.01094}, eprinttype = {arXiv}, eprint = {1612.01094}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BunelDKTK16b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiuWKF16, author = {Chen Liu and Jiajun Wu and Pushmeet Kohli and Yasutaka Furukawa}, title = {Deep Multi-Modal Image Correspondence Learning}, journal = {CoRR}, volume = {abs/1612.01225}, year = {2016}, url = {http://arxiv.org/abs/1612.01225}, eprinttype = {arXiv}, eprint = {1612.01225}, timestamp = {Mon, 19 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiuWKF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiuYKF16, author = {Chen Liu and Hang Yan and Pushmeet Kohli and Yasutaka Furukawa}, title = {Multi-way Particle Swarm Fusion}, journal = {CoRR}, volume = {abs/1612.01234}, year = {2016}, url = {http://arxiv.org/abs/1612.01234}, eprinttype = {arXiv}, eprint = {1612.01234}, timestamp = {Wed, 23 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/LiuYKF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/WangKM15, author = {Tuanfeng Y. Wang and Pushmeet Kohli and Niloy J. Mitra}, title = {Dynamic SfM: Detecting Scene Changes from Image Pairs}, journal = {Comput. Graph. Forum}, volume = {34}, number = {5}, pages = {177--189}, year = {2015}, url = {https://doi.org/10.1111/cgf.12706}, doi = {10.1111/CGF.12706}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/WangKM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdar/MilyaevBNKL15, author = {Sergey Milyaev and Olga Barinova and Tatiana Novikova and Pushmeet Kohli and Victor S. Lempitsky}, title = {Fast and accurate scene text understanding with image binarization and off-the-shelf {OCR}}, journal = {Int. J. Document Anal. Recognit.}, volume = {18}, number = {2}, pages = {169--182}, year = {2015}, url = {https://doi.org/10.1007/s10032-015-0240-4}, doi = {10.1007/S10032-015-0240-4}, timestamp = {Thu, 13 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdar/MilyaevBNKL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/ValentinVCKSKNC15, author = {Julien P. C. Valentin and Vibhav Vineet and Ming{-}Ming Cheng and David Kim and Jamie Shotton and Pushmeet Kohli and Matthias Nie{\ss}ner and Antonio Criminisi and Shahram Izadi and Philip H. S. Torr}, title = {SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips}, journal = {{ACM} Trans. Graph.}, volume = {34}, number = {5}, pages = {154:1--154:17}, year = {2015}, url = {https://doi.org/10.1145/2751556}, doi = {10.1145/2751556}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/ValentinVCKSKNC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/OndruskaKI15, author = {Peter Ondruska and Pushmeet Kohli and Shahram Izadi}, title = {MobileFusion: Real-Time Volumetric Surface Reconstruction and Dense Tracking on Mobile Phones}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {21}, number = {11}, pages = {1251--1258}, year = {2015}, url = {https://doi.org/10.1109/TVCG.2015.2459902}, doi = {10.1109/TVCG.2015.2459902}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/OndruskaKI15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/JampaniETKW15, author = {Varun Jampani and S. M. Ali Eslami and Daniel Tarlow and Pushmeet Kohli and John M. Winn}, editor = {Guy Lebanon and S. V. N. Vishwanathan}, title = {Consensus Message Passing for Layered Graphical Models}, booktitle = {Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2015, San Diego, California, USA, May 9-12, 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {38}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v38/jampani15.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/JampaniETKW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chi/SharpKRTSKRLVWF15, author = {Toby Sharp and Cem Keskin and Duncan P. Robertson and Jonathan Taylor and Jamie Shotton and David Kim and Christoph Rhemann and Ido Leichter and Alon Vinnikov and Yichen Wei and Daniel Freedman and Pushmeet Kohli and Eyal Krupka and Andrew W. Fitzgibbon and Shahram Izadi}, editor = {Bo Begole and Jinwoo Kim and Kori Inkpen and Woontack Woo}, title = {Accurate, Robust, and Flexible Real-time Hand Tracking}, booktitle = {Proceedings of the 33rd Annual {ACM} Conference on Human Factors in Computing Systems, {CHI} 2015, Seoul, Republic of Korea, April 18-23, 2015}, pages = {3633--3642}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2702123.2702179}, doi = {10.1145/2702123.2702179}, timestamp = {Fri, 12 Mar 2021 15:27:48 +0100}, biburl = {https://dblp.org/rec/conf/chi/SharpKRTSKRLVWF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/RastegariKKI15, author = {Mohammad Rastegari and Cem Keskin and Pushmeet Kohli and Shahram Izadi}, title = {Computationally bounded retrieval}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2015, Boston, MA, USA, June 7-12, 2015}, pages = {1501--1509}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/CVPR.2015.7298757}, doi = {10.1109/CVPR.2015.7298757}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/RastegariKKI15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/XiaHK015, author = {Yan Xia and Kaiming He and Pushmeet Kohli and Jian Sun}, title = {Sparse projections for high-dimensional binary codes}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2015, Boston, MA, USA, June 7-12, 2015}, pages = {3332--3339}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/CVPR.2015.7298954}, doi = {10.1109/CVPR.2015.7298954}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/XiaHK015.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/KulkarniKTM15, author = {Tejas D. Kulkarni and Pushmeet Kohli and Joshua B. Tenenbaum and Vikash Mansinghka}, title = {Picture: {A} probabilistic programming language for scene perception}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2015, Boston, MA, USA, June 7-12, 2015}, pages = {4390--4399}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/CVPR.2015.7299068}, doi = {10.1109/CVPR.2015.7299068}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/KulkarniKTM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esa/GoldbergHKKTW15, author = {Andrew V. Goldberg and Sagi Hed and Haim Kaplan and Pushmeet Kohli and Robert Endre Tarjan and Renato F. Werneck}, editor = {Nikhil Bansal and Irene Finocchi}, title = {Faster and More Dynamic Maximum Flow by Incremental Breadth-First Search}, booktitle = {Algorithms - {ESA} 2015 - 23rd Annual European Symposium, Patras, Greece, September 14-16, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9294}, pages = {619--630}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-662-48350-3\_52}, doi = {10.1007/978-3-662-48350-3\_52}, timestamp = {Tue, 15 Feb 2022 07:54:27 +0100}, biburl = {https://dblp.org/rec/conf/esa/GoldbergHKKTW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hcomp/SinglaHKK15, author = {Adish Singla and Eric Horvitz and Pushmeet Kohli and Andreas Krause}, editor = {Elizabeth Gerber and Panos Ipeirotis}, title = {Learning to Hire Teams}, booktitle = {Proceedings of the Third {AAAI} Conference on Human Computation and Crowdsourcing, {HCOMP} 2015, November 8-11, 2015, San Diego, California, {USA}}, pages = {34--35}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/hcomp.v3i1.13243}, doi = {10.1609/HCOMP.V3I1.13243}, timestamp = {Tue, 05 Sep 2023 11:10:11 +0200}, biburl = {https://dblp.org/rec/conf/hcomp/SinglaHKK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/TangTKKKS15, author = {Danhang Tang and Jonathan Taylor and Pushmeet Kohli and Cem Keskin and Tae{-}Kyun Kim and Jamie Shotton}, title = {Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose}, booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015, Santiago, Chile, December 7-13, 2015}, pages = {3325--3333}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICCV.2015.380}, doi = {10.1109/ICCV.2015.380}, timestamp = {Tue, 17 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccv/TangTKKKS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/SinglaHKWK15, author = {Adish Singla and Eric Horvitz and Pushmeet Kohli and Ryen White and Andreas Krause}, editor = {Qiang Yang and Michael J. Wooldridge}, title = {Information Gathering in Networks via Active Exploration}, booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July 25-31, 2015}, pages = {891--988}, publisher = {{AAAI} Press}, year = {2015}, url = {http://ijcai.org/Abstract/15/143}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/SinglaHKWK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/NorouziCJFK15, author = {Mohammad Norouzi and Maxwell D. Collins and Matthew Johnson and David J. Fleet and Pushmeet Kohli}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Efficient Non-greedy Optimization of Decision Trees}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {1729--1737}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/1579779b98ce9edb98dd85606f2c119d-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/NorouziCJFK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KulkarniWKT15, author = {Tejas D. Kulkarni and William F. Whitney and Pushmeet Kohli and Joshua B. Tenenbaum}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Deep Convolutional Inverse Graphics Network}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {2539--2547}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/ced556cd9f9c0c8315cfbe0744a3baf0-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KulkarniWKT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/siggraph/ValentinVCKSKNC15, author = {Julien P. C. Valentin and Vibhav Vineet and Ming{-}Ming Cheng and David Kim and Jamie Shotton and Pushmeet Kohli and Matthias Nie{\ss}ner and Antonio Criminisi and Shahram Izadi and Philip H. S. Torr}, title = {SemanticPaint: interactive segmentation and learning of 3D world}, booktitle = {Special Interest Group on Computer Graphics and Interactive Techniques Conference, {SIGGRAPH} '15, Los Angeles, CA, USA, August 9-13, 2015, Talks Proceedings}, pages = {75:1}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2775280.2792589}, doi = {10.1145/2775280.2792589}, timestamp = {Fri, 12 Mar 2021 10:46:00 +0100}, biburl = {https://dblp.org/rec/conf/siggraph/ValentinVCKSKNC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/KimJLTK15, author = {Adrian Kim and Kyomin Jung and Yongsub Lim and Daniel Tarlow and Pushmeet Kohli}, editor = {Marina Meila and Tom Heskes}, title = {Minimizing Expected Losses in Perturbation Models with Multidimensional Parametric Min-cuts}, booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands}, pages = {435--443}, publisher = {{AUAI} Press}, year = {2015}, url = {http://auai.org/uai2015/proceedings/papers/321.pdf}, timestamp = {Thu, 12 Mar 2020 11:31:09 +0100}, biburl = {https://dblp.org/rec/conf/uai/KimJLTK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/PereraBHIKG15, author = {Samunda Perera and Nick Barnes and Xuming He and Shahram Izadi and Pushmeet Kohli and Ben Glocker}, title = {Motion Segmentation of Truncated Signed Distance Function Based Volumetric Surfaces}, booktitle = {2015 {IEEE} Winter Conference on Applications of Computer Vision, {WACV} 2015, Waikoloa, HI, USA, January 5-9, 2015}, pages = {1046--1053}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/WACV.2015.144}, doi = {10.1109/WACV.2015.144}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wacv/PereraBHIKG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/SimpsonVRKGRJ15, author = {Edwin Simpson and Matteo Venanzi and Steven Reece and Pushmeet Kohli and John Guiver and Stephen J. Roberts and Nicholas R. Jennings}, editor = {Aldo Gangemi and Stefano Leonardi and Alessandro Panconesi}, title = {Language Understanding in the Wild: Combining Crowdsourcing and Machine Learning}, booktitle = {Proceedings of the 24th International Conference on World Wide Web, {WWW} 2015, Florence, Italy, May 18-22, 2015}, pages = {992--1002}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2736277.2741689}, doi = {10.1145/2736277.2741689}, timestamp = {Tue, 27 Dec 2022 09:06:31 +0100}, biburl = {https://dblp.org/rec/conf/www/SimpsonVRKGRJ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KulkarniWKT15, author = {Tejas D. Kulkarni and Will Whitney and Pushmeet Kohli and Joshua B. Tenenbaum}, title = {Deep Convolutional Inverse Graphics Network}, journal = {CoRR}, volume = {abs/1503.03167}, year = {2015}, url = {http://arxiv.org/abs/1503.03167}, eprinttype = {arXiv}, eprint = {1503.03167}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KulkarniWKT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SinglaHKWK15, author = {Adish Singla and Eric Horvitz and Pushmeet Kohli and Ryen W. White and Andreas Krause}, title = {Information Gathering in Networks via Active Exploration}, journal = {CoRR}, volume = {abs/1504.06423}, year = {2015}, url = {http://arxiv.org/abs/1504.06423}, eprinttype = {arXiv}, eprint = {1504.06423}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SinglaHKWK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FigurnovVK15, author = {Michael Figurnov and Dmitry P. Vetrov and Pushmeet Kohli}, title = {PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions}, journal = {CoRR}, volume = {abs/1504.08362}, year = {2015}, url = {http://arxiv.org/abs/1504.08362}, eprinttype = {arXiv}, eprint = {1504.08362}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/FigurnovVK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/0002CFK15, author = {Mohammad Norouzi and Maxwell D. Collins and David J. Fleet and Pushmeet Kohli}, title = {{CO2} Forest: Improved Random Forest by Continuous Optimization of Oblique Splits}, journal = {CoRR}, volume = {abs/1506.06155}, year = {2015}, url = {http://arxiv.org/abs/1506.06155}, eprinttype = {arXiv}, eprint = {1506.06155}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/0002CFK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SinglaHKK15, author = {Adish Singla and Eric Horvitz and Pushmeet Kohli and Andreas Krause}, title = {Learning to Hire Teams}, journal = {CoRR}, volume = {abs/1508.02823}, year = {2015}, url = {http://arxiv.org/abs/1508.02823}, eprinttype = {arXiv}, eprint = {1508.02823}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SinglaHKK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/VenanziGKJ15, author = {Matteo Venanzi and John Guiver and Pushmeet Kohli and Nick R. Jennings}, title = {Time-Sensitive Bayesian Information Aggregation for Crowdsourcing Systems}, journal = {CoRR}, volume = {abs/1510.06335}, year = {2015}, url = {http://arxiv.org/abs/1510.06335}, eprinttype = {arXiv}, eprint = {1510.06335}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/VenanziGKJ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/0002CJFK15, author = {Mohammad Norouzi and Maxwell D. Collins and Matthew Johnson and David J. Fleet and Pushmeet Kohli}, title = {Efficient non-greedy optimization of decision trees}, journal = {CoRR}, volume = {abs/1511.04056}, year = {2015}, url = {http://arxiv.org/abs/1511.04056}, eprinttype = {arXiv}, eprint = {1511.04056}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/0002CJFK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/KurzWWTKS14, author = {Christian Kurz and Xiaokun Wu and Michael Wand and Thorsten Thorm{\"{a}}hlen and Pushmeet Kohli and Hans{-}Peter Seidel}, title = {Symmetry-Aware Template Deformation and Fitting}, journal = {Comput. Graph. Forum}, volume = {33}, number = {6}, pages = {205--219}, year = {2014}, url = {https://doi.org/10.1111/cgf.12344}, doi = {10.1111/CGF.12344}, timestamp = {Mon, 23 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/KurzWWTKS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/WuWHKS14, author = {Xiaokun Wu and Michael Wand and Klaus Hildebrandt and Pushmeet Kohli and Hans{-}Peter Seidel}, title = {Real-Time Symmetry-Preserving Deformation}, journal = {Comput. Graph. Forum}, volume = {33}, number = {7}, pages = {229--238}, year = {2014}, url = {https://doi.org/10.1111/cgf.12491}, doi = {10.1111/CGF.12491}, timestamp = {Mon, 23 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/WuWHKS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KosinskiBKSG14, author = {Michal Kosinski and Yoram Bachrach and Pushmeet Kohli and David Stillwell and Thore Graepel}, title = {Manifestations of user personality in website choice and behaviour on online social networks}, journal = {Mach. Learn.}, volume = {95}, number = {3}, pages = {357--380}, year = {2014}, url = {https://doi.org/10.1007/s10994-013-5415-y}, doi = {10.1007/S10994-013-5415-Y}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KosinskiBKSG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LadickyRKT14, author = {Lubor Ladicky and Chris Russell and Pushmeet Kohli and Philip H. S. Torr}, title = {Associative Hierarchical Random Fields}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {36}, number = {6}, pages = {1056--1077}, year = {2014}, url = {https://doi.org/10.1109/TPAMI.2013.165}, doi = {10.1109/TPAMI.2013.165}, timestamp = {Wed, 23 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/LadickyRKT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/SunKKS14, author = {Min Sun and Byung{-}soo Kim and Pushmeet Kohli and Silvio Savarese}, title = {Relating Things and Stuff via ObjectProperty Interactions}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {36}, number = {7}, pages = {1370--1383}, year = {2014}, url = {https://doi.org/10.1109/TPAMI.2013.193}, doi = {10.1109/TPAMI.2013.193}, timestamp = {Mon, 24 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/SunKKS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/KimYNK14, author = {Sungwoong Kim and Chang Dong Yoo and Sebastian Nowozin and Pushmeet Kohli}, title = {Image Segmentation UsingHigher-Order Correlation Clustering}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {36}, number = {9}, pages = {1761--1774}, year = {2014}, url = {https://doi.org/10.1109/TPAMI.2014.2303095}, doi = {10.1109/TPAMI.2014.2303095}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/KimYNK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LimJK14, author = {Yongsub Lim and Kyomin Jung and Pushmeet Kohli}, title = {Efficient Energy Minimization for Enforcing Label Statistics}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {36}, number = {9}, pages = {1893--1899}, year = {2014}, url = {https://doi.org/10.1109/TPAMI.2014.2306415}, doi = {10.1109/TPAMI.2014.2306415}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/LimJK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/IzadiCS14, author = {Sean Ryan Fanello and Cem Keskin and Shahram Izadi and Pushmeet Kohli and David Kim and David Sweeney and Antonio Criminisi and Jamie Shotton and Sing Bing Kang and Tim Paek}, title = {Learning to be a depth camera for close-range human capture and interaction}, journal = {{ACM} Trans. Graph.}, volume = {33}, number = {4}, pages = {86:1--86:11}, year = {2014}, url = {https://doi.org/10.1145/2601097.2601223}, doi = {10.1145/2601097.2601223}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/IzadiCS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/3dim/KazemiKTKI14, author = {Vahid Kazemi and Cem Keskin and Jonathan Taylor and Pushmeet Kohli and Shahram Izadi}, title = {Real-Time Face Reconstruction from a Single Depth Image}, booktitle = {2nd International Conference on 3D Vision, 3DV 2014, Tokyo, Japan, December 8-11, 2014, Volume 1}, pages = {369--376}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/3DV.2014.93}, doi = {10.1109/3DV.2014.93}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/3dim/KazemiKTKI14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/Guzman-RiveraKBR14, author = {Abner Guzm{\'{a}}n{-}Rivera and Pushmeet Kohli and Dhruv Batra and Rob A. Rutenbar}, title = {Efficiently Enforcing Diversity in Multi-Output Structured Prediction}, booktitle = {Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April 22-25, 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {33}, pages = {284--292}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v33/guzman-rivera14.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/Guzman-RiveraKBR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/SeeBK14, author = {Abigail See and Yoram Bachrach and Pushmeet Kohli}, editor = {Ana L. C. Bazzan and Michael N. Huhns and Alessio Lomuscio and Paul Scerri}, title = {The cost of principles: analyzing power in compatibility weighted voting games}, booktitle = {International conference on Autonomous Agents and Multi-Agent Systems, {AAMAS} '14, Paris, France, May 5-9, 2014}, pages = {37--44}, publisher = {{IFAAMAS/ACM}}, year = {2014}, url = {http://dl.acm.org/citation.cfm?id=2615741}, timestamp = {Thu, 25 Sep 2014 07:46:15 +0200}, biburl = {https://dblp.org/rec/conf/atal/SeeBK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/BachrachGKKS14, author = {Yoram Bachrach and Thore Graepel and Pushmeet Kohli and Michal Kosinski and David Stillwell}, editor = {Ana L. C. Bazzan and Michael N. Huhns and Alessio Lomuscio and Paul Scerri}, title = {Your digital image: factors behind demographic and psychometric predictions from social network profiles}, booktitle = {International conference on Autonomous Agents and Multi-Agent Systems, {AAMAS} '14, Paris, France, May 5-9, 2014}, pages = {1649--1650}, publisher = {{IFAAMAS/ACM}}, year = {2014}, url = {http://dl.acm.org/citation.cfm?id=2616107}, timestamp = {Thu, 25 Sep 2014 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/BachrachGKKS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/Guzman-RiveraKGSSFI14, author = {Abner Guzm{\'{a}}n{-}Rivera and Pushmeet Kohli and Ben Glocker and Jamie Shotton and Toby Sharp and Andrew W. Fitzgibbon and Shahram Izadi}, title = {Multi-output Learning for Camera Relocalization}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {1114--1121}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.146}, doi = {10.1109/CVPR.2014.146}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/Guzman-RiveraKGSSFI14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/FanelloKKISCPP14, author = {Sean Ryan Fanello and Cem Keskin and Pushmeet Kohli and Shahram Izadi and Jamie Shotton and Antonio Criminisi and Ugo Pattacini and Tim Paek}, title = {Filter Forests for Learning Data-Dependent Convolutional Kernels}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {1709--1716}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.221}, doi = {10.1109/CVPR.2014.221}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/FanelloKKISCPP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/YaoGK14, author = {Angela Yao and Luc Van Gool and Pushmeet Kohli}, title = {Gesture Recognition Portfolios for Personalization}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {1923--1930}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.247}, doi = {10.1109/CVPR.2014.247}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/YaoGK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/Marquez-NeilaKRB14, author = {Pablo M{\'{a}}rquez{-}Neila and Pushmeet Kohli and Carsten Rother and Luis Baumela}, editor = {David J. Fleet and Tom{\'{a}}s Pajdla and Bernt Schiele and Tinne Tuytelaars}, title = {Non-parametric Higher-Order Random Fields for Image Segmentation}, booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {8694}, pages = {269--284}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-10599-4\_18}, doi = {10.1007/978-3-319-10599-4\_18}, timestamp = {Sat, 30 Sep 2023 09:39:19 +0200}, biburl = {https://dblp.org/rec/conf/eccv/Marquez-NeilaKRB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/SilbermanSGK14, author = {Nathan Silberman and Lior Shapira and Ran Gal and Pushmeet Kohli}, editor = {David J. Fleet and Tom{\'{a}}s Pajdla and Bernt Schiele and Tinne Tuytelaars}, title = {A Contour Completion Model for Augmenting Surface Reconstructions}, booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {8691}, pages = {488--503}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-10578-9\_32}, doi = {10.1007/978-3-319-10578-9\_32}, timestamp = {Sat, 30 Sep 2023 09:39:19 +0200}, biburl = {https://dblp.org/rec/conf/eccv/SilbermanSGK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/OsokinK14, author = {Anton Osokin and Pushmeet Kohli}, editor = {David J. Fleet and Tom{\'{a}}s Pajdla and Bernt Schiele and Tinne Tuytelaars}, title = {Perceptually Inspired Layout-Aware Losses for Image Segmentation}, booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {8690}, pages = {663--678}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-10605-2\_43}, doi = {10.1007/978-3-319-10605-2\_43}, timestamp = {Sat, 30 Sep 2023 09:39:19 +0200}, biburl = {https://dblp.org/rec/conf/eccv/OsokinK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emmcvpr/ShapovalovVOK14, author = {Roman Shapovalov and Dmitry P. Vetrov and Anton Osokin and Pushmeet Kohli}, editor = {Xue{-}Cheng Tai and Egil Bae and Tony F. Chan and Marius Lysaker}, title = {Multi-utility Learning: Structured-Output Learning with Multiple Annotation-Specific Loss Functions}, booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition - 10th International Conference, {EMMCVPR} 2015, Hong Kong, China, January 13-16, 2015. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8932}, pages = {406--420}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-14612-6\_30}, doi = {10.1007/978-3-319-14612-6\_30}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/emmcvpr/ShapovalovVOK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismar/GalSOK14, author = {Ran Gal and Lior Shapira and Eyal Ofek and Pushmeet Kohli}, title = {{FLARE:} Fast layout for augmented reality applications}, booktitle = {{IEEE} International Symposium on Mixed and Augmented Reality, {ISMAR} 2014, Munich, Germany, September 10-12, 2014}, pages = {207--212}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/ISMAR.2014.6948429}, doi = {10.1109/ISMAR.2014.6948429}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ismar/GalSOK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iui/RosmanRMK14, author = {Benjamin Rosman and Subramanian Ramamoorthy and M. M. Hassan Mahmud and Pushmeet Kohli}, editor = {Tsvi Kuflik and Oliviero Stock and Joyce Yue Chai and Antonio Kr{\"{u}}ger}, title = {On user behaviour adaptation under interface change}, booktitle = {19th International Conference on Intelligent User Interfaces, {IUI} 2014, Haifa, Israel, February 24-27, 2014}, pages = {273--278}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2557500.2557535}, doi = {10.1145/2557500.2557535}, timestamp = {Sat, 30 Sep 2023 09:51:13 +0200}, biburl = {https://dblp.org/rec/conf/iui/RosmanRMK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/EslamiTKW14, author = {S. M. Ali Eslami and Daniel Tarlow and Pushmeet Kohli and John M. Winn}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Just-In-Time Learning for Fast and Flexible Inference}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {154--162}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/76dc611d6ebaafc66cc0879c71b5db5c-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/EslamiTKW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tvx/ChaneyGHGKKP14, author = {Allison June{-}Barlow Chaney and Mike Gartrell and Jake M. Hofman and John Guiver and Noam Koenigstein and Pushmeet Kohli and Ulrich Paquet}, editor = {Patrick Olivier and Peter C. Wright and Tom Bartindale and Marianna Obrist and Pablo C{\'{e}}sar and Santosh Basapur}, title = {A large-scale exploration of group viewing patterns}, booktitle = {{ACM} International Conference on Interactive Experiences for {TV} and Online Video, {TVX} '14, Newcastle Upon Tyne, United Kingdom, June 25-27, 2014}, pages = {31--38}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2602299.2602309}, doi = {10.1145/2602299.2602309}, timestamp = {Mon, 01 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/tvx/ChaneyGHGKKP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/VenanziGKKS14, author = {Matteo Venanzi and John Guiver and Gabriella Kazai and Pushmeet Kohli and Milad Shokouhi}, editor = {Chin{-}Wan Chung and Andrei Z. Broder and Kyuseok Shim and Torsten Suel}, title = {Community-based bayesian aggregation models for crowdsourcing}, booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic of Korea, April 7-11, 2014}, pages = {155--164}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2566486.2567989}, doi = {10.1145/2566486.2567989}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/VenanziGKKS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/cu/p/Kohli14, author = {Pushmeet Kohli}, editor = {Lucas Bordeaux and Youssef Hamadi and Pushmeet Kohli}, title = {Efficient Submodular Function Minimization for Computer Vision}, booktitle = {Tractability: Practical Approaches to Hard Problems}, pages = {285--303}, publisher = {Cambridge University Press}, year = {2014}, url = {https://doi.org/10.1017/CBO9781139177801.011}, doi = {10.1017/CBO9781139177801.011}, timestamp = {Tue, 16 May 2017 14:01:41 +0200}, biburl = {https://dblp.org/rec/books/cu/p/Kohli14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/cu/BHK2014, editor = {Lucas Bordeaux and Youssef Hamadi and Pushmeet Kohli}, title = {Tractability: Practical Approaches to Hard Problems}, publisher = {Cambridge University Press}, year = {2014}, url = {https://doi.org/10.1017/CBO9781139177801}, doi = {10.1017/CBO9781139177801}, isbn = {9781139177801}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/cu/BHK2014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/vision/ShottonK14, author = {Jamie Shotton and Pushmeet Kohli}, title = {Semantic Image Segmentation}, booktitle = {Computer Vision, {A} Reference Guide}, pages = {713--716}, year = {2014}, url = {https://doi.org/10.1007/978-0-387-31439-6\_251}, doi = {10.1007/978-0-387-31439-6\_251}, timestamp = {Wed, 12 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/vision/ShottonK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ShapovalovVOK14, author = {Roman Shapovalov and Dmitry P. Vetrov and Anton Osokin and Pushmeet Kohli}, title = {Multi-utility Learning: Structured-output Learning with Multiple Annotation-specific Loss Functions}, journal = {CoRR}, volume = {abs/1406.5910}, year = {2014}, url = {http://arxiv.org/abs/1406.5910}, eprinttype = {arXiv}, eprint = {1406.5910}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ShapovalovVOK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KulkarniMKT14, author = {Tejas D. Kulkarni and Vikash K. Mansinghka and Pushmeet Kohli and Joshua B. Tenenbaum}, title = {Inverse Graphics with Probabilistic {CAD} Models}, journal = {CoRR}, volume = {abs/1407.1339}, year = {2014}, url = {http://arxiv.org/abs/1407.1339}, eprinttype = {arXiv}, eprint = {1407.1339}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KulkarniMKT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JampaniETKW14, author = {Varun Jampani and S. M. Ali Eslami and Daniel Tarlow and Pushmeet Kohli and John M. Winn}, title = {Consensus Message Passing for Layered Graphical Models}, journal = {CoRR}, volume = {abs/1410.7452}, year = {2014}, url = {http://arxiv.org/abs/1410.7452}, eprinttype = {arXiv}, eprint = {1410.7452}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/JampaniETKW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/CollinsK14, author = {Maxwell D. Collins and Pushmeet Kohli}, title = {Memory Bounded Deep Convolutional Networks}, journal = {CoRR}, volume = {abs/1412.1442}, year = {2014}, url = {http://arxiv.org/abs/1412.1442}, eprinttype = {arXiv}, eprint = {1412.1442}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/CollinsK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/LadickyRKT13, author = {Lubor Ladicky and Chris Russell and Pushmeet Kohli and Philip H. S. Torr}, title = {Inference Methods for CRFs with Co-occurrence Statistics}, journal = {Int. J. Comput. Vis.}, volume = {103}, number = {2}, pages = {213--225}, year = {2013}, url = {https://doi.org/10.1007/s11263-012-0583-y}, doi = {10.1007/S11263-012-0583-Y}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/LadickyRKT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ShottonGFSCFMKCKB13, author = {Jamie Shotton and Ross B. Girshick and Andrew W. Fitzgibbon and Toby Sharp and Mat Cook and Mark Finocchio and Richard Moore and Pushmeet Kohli and Antonio Criminisi and Alex Kipman and Andrew Blake}, title = {Efficient Human Pose Estimation from Single Depth Images}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {35}, number = {12}, pages = {2821--2840}, year = {2013}, url = {https://doi.org/10.1109/TPAMI.2012.241}, doi = {10.1109/TPAMI.2012.241}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/ShottonGFSCFMKCKB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/KimNKY13, author = {Sungwoong Kim and Sebastian Nowozin and Pushmeet Kohli and Chang D. Yoo}, title = {Task-Specific Image Partitioning}, journal = {{IEEE} Trans. Image Process.}, volume = {22}, number = {2}, pages = {488--500}, year = {2013}, url = {https://doi.org/10.1109/TIP.2012.2218822}, doi = {10.1109/TIP.2012.2218822}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/KimNKY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BachrachKKZ13, author = {Yoram Bachrach and Pushmeet Kohli and Vladimir Kolmogorov and Morteza Zadimoghaddam}, editor = {Marie desJardins and Michael L. Littman}, title = {Optimal Coalition Structure Generation in Cooperative Graph Games}, booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}}, pages = {81--87}, publisher = {{AAAI} Press}, year = {2013}, url = {https://doi.org/10.1609/aaai.v27i1.8653}, doi = {10.1609/AAAI.V27I1.8653}, timestamp = {Mon, 04 Sep 2023 15:56:33 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BachrachKKZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KohliSS13, author = {Pushmeet Kohli and Mahyar Salek and Greg Stoddard}, editor = {Marie desJardins and Michael L. Littman}, title = {A Fast Bandit Algorithm for Recommendation to Users With Heterogenous Tastes}, booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}}, pages = {1135--1141}, publisher = {{AAAI} Press}, year = {2013}, url = {https://doi.org/10.1609/aaai.v27i1.8463}, doi = {10.1609/AAAI.V27I1.8463}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KohliSS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/Guzman-RiveraKB13, author = {Abner Guzm{\'{a}}n{-}Rivera and Pushmeet Kohli and Dhruv Batra}, title = {DivMCuts: Faster Training of Structural SVMs with Diverse M-Best Cutting-Planes}, booktitle = {Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA, April 29 - May 1, 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {31}, pages = {316--324}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v31/guzman-rivera13a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/Guzman-RiveraKB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/KontschiederKSC13, author = {Peter Kontschieder and Pushmeet Kohli and Jamie Shotton and Antonio Criminisi}, title = {GeoF: Geodesic Forests for Learning Coupled Predictors}, booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013}, pages = {65--72}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/CVPR.2013.16}, doi = {10.1109/CVPR.2013.16}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/KontschiederKSC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/KohliOJ13, author = {Pushmeet Kohli and Anton Osokin and Stefanie Jegelka}, title = {A Principled Deep Random Field Model for Image Segmentation}, booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013}, pages = {1971--1978}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/CVPR.2013.257}, doi = {10.1109/CVPR.2013.257}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/KohliOJ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/OttavianoK13, author = {Giuseppe Ottaviano and Pushmeet Kohli}, title = {Compressible Motion Fields}, booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013}, pages = {2251--2258}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/CVPR.2013.292}, doi = {10.1109/CVPR.2013.292}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/OttavianoK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ShapovalovVK13, author = {Roman Shapovalov and Dmitry P. Vetrov and Pushmeet Kohli}, title = {Spatial Inference Machines}, booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013}, pages = {2985--2992}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/CVPR.2013.384}, doi = {10.1109/CVPR.2013.384}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ShapovalovVK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/KimKS13, author = {Byung{-}soo Kim and Pushmeet Kohli and Silvio Savarese}, title = {3D Scene Understanding by Voxel-CRF}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney, Australia, December 1-8, 2013}, pages = {1425--1432}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICCV.2013.180}, doi = {10.1109/ICCV.2013.180}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/KimKS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdar/MilyaevBNKL13, author = {Sergey Milyaev and Olga Barinova and Tatiana Novikova and Pushmeet Kohli and Victor S. Lempitsky}, title = {Image Binarization for End-to-End Text Understanding in Natural Images}, booktitle = {12th International Conference on Document Analysis and Recognition, {ICDAR} 2013, Washington, DC, USA, August 25-28, 2013}, pages = {128--132}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICDAR.2013.33}, doi = {10.1109/ICDAR.2013.33}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdar/MilyaevBNKL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/KhalilFKEKSB13, author = {Osama Khalil and Mohammed E. Fathy and Dina Khalil El Kholy and Motaz Ahmad El{-}Saban and Pushmeet Kohli and Jamie Shotton and Yasmine Badr}, title = {Synthetic training in object detection}, booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013, Melbourne, Australia, September 15-18, 2013}, pages = {3113--3117}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICIP.2013.6738641}, doi = {10.1109/ICIP.2013.6738641}, timestamp = {Sat, 28 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icip/KhalilFKEKSB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ShottonSKNWC13, author = {Jamie Shotton and Toby Sharp and Pushmeet Kohli and Sebastian Nowozin and John M. Winn and Antonio Criminisi}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Decision Jungles: Compact and Rich Models for Classification}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {234--242}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/69adc1e107f7f7d035d7baf04342e1ca-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ShottonSKNWC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/acvpr/KohliS13, author = {Pushmeet Kohli and Jamie Shotton}, editor = {Andrea Fossati and Juergen Gall and Helmut Grabner and Xiaofeng Ren and Kurt Konolige}, title = {Key Developments in Human Pose Estimation for Kinect}, booktitle = {Consumer Depth Cameras for Computer Vision, Research Topics and Applications}, series = {Advances in Computer Vision and Pattern Recognition}, pages = {63--70}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-1-4471-4640-7\_4}, doi = {10.1007/978-1-4471-4640-7\_4}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/acvpr/KohliS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KosovKRH13, author = {Sergey Kosov and Pushmeet Kohli and Franz Rottensteiner and Christian Heipke}, title = {A two-layer Conditional Random Field for the classification of partially occluded objects}, journal = {CoRR}, volume = {abs/1307.3043}, year = {2013}, url = {http://arxiv.org/abs/1307.3043}, eprinttype = {arXiv}, eprint = {1307.3043}, timestamp = {Fri, 23 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KosovKRH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LimJK13, author = {Yongsub Lim and Kyomin Jung and Pushmeet Kohli}, title = {Multi-dimensional Parametric Mincuts for Constrained {MAP} Inference}, journal = {CoRR}, volume = {abs/1307.7793}, year = {2013}, url = {http://arxiv.org/abs/1307.7793}, eprinttype = {arXiv}, eprint = {1307.7793}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LimJK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LimJK13a, author = {Yongsub Lim and Kyomin Jung and Pushmeet Kohli}, title = {Efficient Energy Minimization for Enforcing Statistics}, journal = {CoRR}, volume = {abs/1307.7800}, year = {2013}, url = {http://arxiv.org/abs/1307.7800}, eprinttype = {arXiv}, eprint = {1307.7800}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LimJK13a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BlondelJKS13, author = {Vincent D. Blondel and Kyomin Jung and Pushmeet Kohli and Devavrat Shah}, title = {Partition-Merge: Distributed Inference and Modularity Optimization}, journal = {CoRR}, volume = {abs/1309.6129}, year = {2013}, url = {http://arxiv.org/abs/1309.6129}, eprinttype = {arXiv}, eprint = {1309.6129}, timestamp = {Wed, 24 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BlondelJKS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/TaoBKP12, author = {Michael W. Tao and Jiamin Bai and Pushmeet Kohli and Sylvain Paris}, title = {SimpleFlow: {A} Non-iterative, Sublinear Optical Flow Algorithm}, journal = {Comput. Graph. Forum}, volume = {31}, number = {2pt1}, pages = {345--353}, year = {2012}, url = {https://doi.org/10.1111/j.1467-8659.2012.03013.x}, doi = {10.1111/J.1467-8659.2012.03013.X}, timestamp = {Fri, 29 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/TaoBKP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/TretiakBKL12, author = {Elena Tretyak and Olga Barinova and Pushmeet Kohli and Victor S. Lempitsky}, title = {Geometric Image Parsing in Man-Made Environments}, journal = {Int. J. Comput. Vis.}, volume = {97}, number = {3}, pages = {305--321}, year = {2012}, url = {https://doi.org/10.1007/s11263-011-0488-1}, doi = {10.1007/S11263-011-0488-1}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/TretiakBKL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/KohliNRR12, author = {Pushmeet Kohli and Hannes Nickisch and Carsten Rother and Christoph Rhemann}, title = {User-Centric Learning and Evaluation of Interactive Segmentation Systems}, journal = {Int. J. Comput. Vis.}, volume = {100}, number = {3}, pages = {261--274}, year = {2012}, url = {https://doi.org/10.1007/s11263-012-0537-4}, doi = {10.1007/S11263-012-0537-4}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/KohliNRR12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/BarinovaLK12, author = {Olga Barinova and Victor S. Lempitsky and Pushmeet Kohli}, title = {On Detection of Multiple Object Instances Using Hough Transforms}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {34}, number = {9}, pages = {1773--1784}, year = {2012}, url = {https://doi.org/10.1109/TPAMI.2012.79}, doi = {10.1109/TPAMI.2012.79}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/BarinovaLK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/Kohli12, author = {Pushmeet Kohli}, editor = {Richard Bowden and John P. Collomosse and Krystian Mikolajczyk}, title = {{MAP} inference in Discrete Models}, booktitle = {British Machine Vision Conference, {BMVC} 2012, Surrey, UK, September 3-7, 2012}, pages = {1}, publisher = {{BMVA} Press}, year = {2012}, url = {https://doi.org/10.5244/C.26.2}, doi = {10.5244/C.26.2}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/Kohli12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chi/FothergillMKN12, author = {Simon Fothergill and Helena M. Mentis and Pushmeet Kohli and Sebastian Nowozin}, editor = {Joseph A. Konstan and Ed H. Chi and Kristina H{\"{o}}{\"{o}}k}, title = {Instructing people for training gestural interactive systems}, booktitle = {{CHI} Conference on Human Factors in Computing Systems, {CHI} '12, Austin, TX, {USA} - May 05 - 10, 2012}, pages = {1737--1746}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2207676.2208303}, doi = {10.1145/2207676.2208303}, timestamp = {Tue, 01 Jun 2021 15:21:43 +0200}, biburl = {https://dblp.org/rec/conf/chi/FothergillMKN12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/SunKS12, author = {Min Sun and Pushmeet Kohli and Jamie Shotton}, title = {Conditional regression forests for human pose estimation}, booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012}, pages = {3394--3401}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/CVPR.2012.6248079}, doi = {10.1109/CVPR.2012.6248079}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/SunKS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/ShekhovtsovKR12, author = {Alexander Shekhovtsov and Pushmeet Kohli and Carsten Rother}, editor = {Axel Pinz and Thomas Pock and Horst Bischof and Franz Leberl}, title = {Curvature Prior for MRF-Based Segmentation and Shape Inpainting}, booktitle = {Pattern Recognition - Joint 34th {DAGM} and 36th {OAGM} Symposium, Graz, Austria, August 28-31, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7476}, pages = {41--51}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-32717-9\_5}, doi = {10.1007/978-3-642-32717-9\_5}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dagm/ShekhovtsovKR12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/HolzerSK12, author = {Stefan Holzer and Jamie Shotton and Pushmeet Kohli}, editor = {Andrew W. Fitzgibbon and Svetlana Lazebnik and Pietro Perona and Yoichi Sato and Cordelia Schmid}, title = {Learning to Efficiently Detect Repeatable Interest Points in Depth Data}, booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {7572}, pages = {200--213}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33718-5\_15}, doi = {10.1007/978-3-642-33718-5\_15}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/HolzerSK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/KimSKS12, author = {Byung{-}soo Kim and Min Sun and Pushmeet Kohli and Silvio Savarese}, editor = {Andrea Fusiello and Vittorio Murino and Rita Cucchiara}, title = {Relating Things and Stuff by High-Order Potential Modeling}, booktitle = {Computer Vision - {ECCV} 2012. Workshops and Demonstrations - Florence, Italy, October 7-13, 2012, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {7585}, pages = {293--304}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33885-4\_30}, doi = {10.1007/978-3-642-33885-4\_30}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/KimSKS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/RazaviGKG12, author = {Nima Razavi and Juergen Gall and Pushmeet Kohli and Luc Van Gool}, editor = {Andrew W. Fitzgibbon and Svetlana Lazebnik and Pietro Perona and Yoichi Sato and Cordelia Schmid}, title = {Latent Hough Transform for Object Detection}, booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {7574}, pages = {312--325}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33712-3\_23}, doi = {10.1007/978-3-642-33712-3\_23}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/RazaviGKG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/ZachK12, author = {Christopher Zach and Pushmeet Kohli}, editor = {Andrew W. Fitzgibbon and Svetlana Lazebnik and Pietro Perona and Yoichi Sato and Cordelia Schmid}, title = {A Convex Discrete-Continuous Approach for Markov Random Fields}, booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {7577}, pages = {386--399}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33783-3\_28}, doi = {10.1007/978-3-642-33783-3\_28}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/ZachK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/SilbermanHKF12, author = {Nathan Silberman and Derek Hoiem and Pushmeet Kohli and Rob Fergus}, editor = {Andrew W. Fitzgibbon and Svetlana Lazebnik and Pietro Perona and Yoichi Sato and Cordelia Schmid}, title = {Indoor Segmentation and Support Inference from {RGBD} Images}, booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {V}}, series = {Lecture Notes in Computer Science}, volume = {7576}, pages = {746--760}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33715-4\_54}, doi = {10.1007/978-3-642-33715-4\_54}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/SilbermanHKF12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/NovikovaBKL12, author = {Tatiana Novikova and Olga Barinova and Pushmeet Kohli and Victor S. Lempitsky}, editor = {Andrew W. Fitzgibbon and Svetlana Lazebnik and Pietro Perona and Yoichi Sato and Cordelia Schmid}, title = {Large-Lexicon Attribute-Consistent Text Recognition in Natural Images}, booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {7577}, pages = {752--765}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33783-3\_54}, doi = {10.1007/978-3-642-33783-3\_54}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/NovikovaBKL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/PlumatMK12, author = {J{\'{e}}r{\^{o}}me Plumat and Beno{\^{\i}}t Macq and Pushmeet Kohli}, title = {Higher-order density consistency potentials for Discrete Tomography}, booktitle = {19th {IEEE} International Conference on Image Processing, {ICIP} 2012, Lake Buena Vista, Orlando, FL, USA, September 30 - October 3, 2012}, pages = {2065--2068}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICIP.2012.6467297}, doi = {10.1109/ICIP.2012.6467297}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/PlumatMK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KontschiederBCKPB12, author = {Peter Kontschieder and Samuel Rota Bul{\`{o}} and Antonio Criminisi and Pushmeet Kohli and Marcello Pelillo and Horst Bischof}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Context-Sensitive Decision Forests for Object Detection}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {440--448}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/bcbe3365e6ac95ea2c0343a2395834dd-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/KontschiederBCKPB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Guzman-RiveraBK12, author = {Abner Guzm{\'{a}}n{-}Rivera and Dhruv Batra and Pushmeet Kohli}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Multiple Choice Learning: Learning to Produce Multiple Structured Outputs}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {1808--1816}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/cfbce4c1d7c425baf21d6b6f2babe6be-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Guzman-RiveraBK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/websci/BachrachKGKS12, author = {Yoram Bachrach and Michal Kosinski and Thore Graepel and Pushmeet Kohli and David Stillwell}, editor = {Noshir S. Contractor and Brian Uzzi and Michael W. Macy and Wolfgang Nejdl}, title = {Personality and patterns of Facebook usage}, booktitle = {Web Science 2012, WebSci '12, Evanston, IL, {USA} - June 22 - 24, 2012}, pages = {24--32}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2380718.2380722}, doi = {10.1145/2380718.2380722}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/websci/BachrachKGKS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/websci/KohliKBHSG12, author = {Pushmeet Kohli and Michael J. Kearns and Yoram Bachrach and Ralf Herbrich and David Stillwell and Thore Graepel}, editor = {Noshir S. Contractor and Brian Uzzi and Michael W. Macy and Wolfgang Nejdl}, title = {Colonel Blotto on Facebook: the effect of social relations on strategic interaction}, booktitle = {Web Science 2012, WebSci '12, Evanston, IL, {USA} - June 22 - 24, 2012}, pages = {141--150}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2380718.2380738}, doi = {10.1145/2380718.2380738}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/websci/KohliKBHSG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/PletscherK12, author = {Patrick Pletscher and Pushmeet Kohli}, editor = {Neil D. Lawrence and Mark A. Girolami}, title = {Learning Low-order Models for Enforcing High-order Statistics}, booktitle = {Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands, Spain, April 21-23, 2012}, series = {{JMLR} Proceedings}, volume = {22}, pages = {886--894}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v22/pletscher12b.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/PletscherK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1203-3512, author = {Chris Russell and Lubor Ladicky and Pushmeet Kohli and Philip H. S. Torr}, title = {Exact and Approximate Inference in Associative Hierarchical Networks using Graph Cuts}, journal = {CoRR}, volume = {abs/1203.3512}, year = {2012}, url = {http://arxiv.org/abs/1203.3512}, eprinttype = {arXiv}, eprint = {1203.3512}, timestamp = {Wed, 23 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1203-3512.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/BachrachKG11, author = {Yoram Bachrach and Pushmeet Kohli and Thore Graepel}, editor = {Liz Sonenberg and Peter Stone and Kagan Tumer and Pinar Yolum}, title = {Rip-off: playing the cooperative negotiation game}, booktitle = {10th International Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3}, pages = {1179--1180}, publisher = {{IFAAMAS}}, year = {2011}, url = {http://portal.acm.org/citation.cfm?id=2034476\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625}, timestamp = {Fri, 18 Nov 2011 09:09:28 +0100}, biburl = {https://dblp.org/rec/conf/atal/BachrachKG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/BachrachKK11, author = {Yoram Bachrach and Pushmeet Kohli and Vladimir Kolmogorov}, editor = {Liz Sonenberg and Peter Stone and Kagan Tumer and Pinar Yolum}, title = {Team coverage games}, booktitle = {10th International Conference on Autonomous Agents and Multiagent Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3}, pages = {1197--1198}, publisher = {{IFAAMAS}}, year = {2011}, url = {http://portal.acm.org/citation.cfm?id=2034485\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625}, timestamp = {Fri, 18 Nov 2011 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/BachrachKK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/MansfieldPRSKG11, author = {Alex Mansfield and Mukta Prasad and Carsten Rother and Toby Sharp and Pushmeet Kohli and Luc Van Gool}, editor = {Jesse Hoey and Stephen J. McKenna and Emanuele Trucco}, title = {Transforming Image Completion}, booktitle = {British Machine Vision Conference, {BMVC} 2011, Dundee, UK, August 29 - September 2, 2011. Proceedings}, pages = {1--11}, publisher = {{BMVA} Press}, year = {2011}, url = {https://doi.org/10.5244/C.25.121}, doi = {10.5244/C.25.121}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/MansfieldPRSKG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/BatraK11, author = {Dhruv Batra and Pushmeet Kohli}, title = {Making the right moves: Guiding alpha-expansion using local primal-dual gaps}, booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011}, pages = {1865--1872}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/CVPR.2011.5995449}, doi = {10.1109/CVPR.2011.5995449}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/BatraK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/KimNKY11, author = {Taesup Kim and Sebastian Nowozin and Pushmeet Kohli and Chang D. Yoo}, title = {Variable grouping for energy minimization}, booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011}, pages = {1913--1920}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/CVPR.2011.5995645}, doi = {10.1109/CVPR.2011.5995645}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/KimNKY11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/BleyerRKSS11, author = {Michael Bleyer and Carsten Rother and Pushmeet Kohli and Daniel Scharstein and Sudipta N. Sinha}, title = {Object stereo - Joint stereo matching and object segmentation}, booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011}, pages = {3081--3088}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/CVPR.2011.5995581}, doi = {10.1109/CVPR.2011.5995581}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/BleyerRKSS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/PletscherNKR11, author = {Patrick Pletscher and Sebastian Nowozin and Pushmeet Kohli and Carsten Rother}, editor = {Rudolf Mester and Michael Felsberg}, title = {Putting {MAP} Back on the Map}, booktitle = {Pattern Recognition - 33rd {DAGM} Symposium, Frankfurt/Main, Germany, August 31 - September 2, 2011. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6835}, pages = {111--121}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-23123-0\_12}, doi = {10.1007/978-3-642-23123-0\_12}, timestamp = {Sun, 25 Oct 2020 22:50:57 +0100}, biburl = {https://dblp.org/rec/conf/dagm/PletscherNKR11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/GirshickSKCF11, author = {Ross B. Girshick and Jamie Shotton and Pushmeet Kohli and Antonio Criminisi and Andrew W. Fitzgibbon}, editor = {Dimitris N. Metaxas and Long Quan and Alberto Sanfeliu and Luc Van Gool}, title = {Efficient regression of general-activity human poses from depth images}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona, Spain, November 6-13, 2011}, pages = {415--422}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICCV.2011.6126270}, doi = {10.1109/ICCV.2011.6126270}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/GirshickSKCF11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/NowozinRBSYK11, author = {Sebastian Nowozin and Carsten Rother and Shai Bagon and Toby Sharp and Bangpeng Yao and Pushmeet Kohli}, editor = {Dimitris N. Metaxas and Long Quan and Alberto Sanfeliu and Luc Van Gool}, title = {Decision tree fields}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona, Spain, November 6-13, 2011}, pages = {1668--1675}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICCV.2011.6126429}, doi = {10.1109/ICCV.2011.6126429}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/NowozinRBSYK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/TarlowBKK11, author = {Daniel Tarlow and Dhruv Batra and Pushmeet Kohli and Vladimir Kolmogorov}, editor = {Lise Getoor and Tobias Scheffer}, title = {Dynamic Tree Block Coordinate Ascent}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {113--120}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/108\_icmlpaper.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/TarlowBKK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismar/NewcombeIHMKDKSHF11, author = {Richard A. Newcombe and Shahram Izadi and Otmar Hilliges and David Molyneaux and David Kim and Andrew J. Davison and Pushmeet Kohli and Jamie Shotton and Steve Hodges and Andrew W. Fitzgibbon}, title = {KinectFusion: Real-time dense surface mapping and tracking}, booktitle = {10th {IEEE} International Symposium on Mixed and Augmented Reality, {ISMAR} 2011, Basel, Switzerland, October 26-29, 2011}, pages = {127--136}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ISMAR.2011.6092378}, doi = {10.1109/ISMAR.2011.6092378}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ismar/NewcombeIHMKDKSHF11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KimNKY11, author = {Sungwoong Kim and Sebastian Nowozin and Pushmeet Kohli and Chang Dong Yoo}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {Higher-Order Correlation Clustering for Image Segmentation}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {1530--1538}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/98d6f58ab0dafbb86b083a001561bb34-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/KimNKY11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/siggraph/IzadiNKHMHKSDF11, author = {Shahram Izadi and Richard A. Newcombe and David Kim and Otmar Hilliges and David Molyneaux and Steve Hodges and Pushmeet Kohli and Jamie Shotton and Andrew J. Davison and Andrew W. Fitzgibbon}, editor = {Mark Elendt}, title = {KinectFusion: real-time dynamic 3D surface reconstruction and interaction}, booktitle = {International Conference on Computer Graphics and Interactive Techniques, {SIGGRAPH} 2011, Vancouver, BC, Canada, August 7-11, 2011, Talks Proceedings}, pages = {23}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2037826.2037857}, doi = {10.1145/2037826.2037857}, timestamp = {Thu, 09 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/siggraph/IzadiNKHMHKSDF11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uist/IzadiKHMNKSHFDF11, author = {Shahram Izadi and David Kim and Otmar Hilliges and David Molyneaux and Richard A. Newcombe and Pushmeet Kohli and Jamie Shotton and Steve Hodges and Dustin Freeman and Andrew J. Davison and Andrew W. Fitzgibbon}, editor = {Jeffrey S. Pierce and Maneesh Agrawala and Scott R. Klemmer}, title = {KinectFusion: real-time 3D reconstruction and interaction using a moving depth camera}, booktitle = {Proceedings of the 24th Annual {ACM} Symposium on User Interface Software and Technology, Santa Barbara, CA, USA, October 16-19, 2011}, pages = {559--568}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2047196.2047270}, doi = {10.1145/2047196.2047270}, timestamp = {Thu, 09 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uist/IzadiKHMNKSHFDF11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/BatraNK11, author = {Dhruv Batra and Sebastian Nowozin and Pushmeet Kohli}, editor = {Geoffrey J. Gordon and David B. Dunson and Miroslav Dud{\'{\i}}k}, title = {Tighter Relaxations for {MAP-MRF} Inference: {A} Local Primal-Dual Gap based Separation Algorithm}, booktitle = {Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA, April 11-13, 2011}, series = {{JMLR} Proceedings}, volume = {15}, pages = {146--154}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v15/batra11a/batra11a.pdf}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BatraNK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1108-5248, author = {Yoram Bachrach and Pushmeet Kohli and Vladimir Kolmogorov and Morteza Zadimoghaddam}, title = {Optimal Coalition Structures in Graph Games}, journal = {CoRR}, volume = {abs/1108.5248}, year = {2011}, url = {http://arxiv.org/abs/1108.5248}, eprinttype = {arXiv}, eprint = {1108.5248}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1108-5248.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1109-1480, author = {Alexander Shekhovtsov and Pushmeet Kohli and Carsten Rother}, title = {Curvature Prior for MRF-based Segmentation and Shape Inpainting}, journal = {CoRR}, volume = {abs/1109.1480}, year = {2011}, url = {http://arxiv.org/abs/1109.1480}, eprinttype = {arXiv}, eprint = {1109.1480}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1109-1480.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/AlahariKT10, author = {Karteek Alahari and Pushmeet Kohli and Philip H. S. Torr}, title = {Dynamic Hybrid Algorithms for {MAP} Inference in Discrete MRFs}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {32}, number = {10}, pages = {1846--1857}, year = {2010}, url = {https://doi.org/10.1109/TPAMI.2009.194}, doi = {10.1109/TPAMI.2009.194}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/AlahariKT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BachrachMJK10, author = {Yoram Bachrach and Reshef Meir and Kyomin Jung and Pushmeet Kohli}, editor = {Maria Fox and David Poole}, title = {Coalitional Structure Generation in Skill Games}, booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010}, pages = {703--708}, publisher = {{AAAI} Press}, year = {2010}, url = {https://doi.org/10.1609/aaai.v24i1.7620}, doi = {10.1609/AAAI.V24I1.7620}, timestamp = {Mon, 04 Sep 2023 16:23:45 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BachrachMJK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/BleyerRK10, author = {Michael Bleyer and Carsten Rother and Pushmeet Kohli}, title = {Surface stereo with soft segmentation}, booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010}, pages = {1570--1577}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/CVPR.2010.5539783}, doi = {10.1109/CVPR.2010.5539783}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/BleyerRK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/KohliK10, author = {Pushmeet Kohli and M. Pawan Kumar}, title = {Energy minimization for linear envelope MRFs}, booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010}, pages = {1863--1870}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/CVPR.2010.5539858}, doi = {10.1109/CVPR.2010.5539858}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/KohliK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/RhemannRKG10, author = {Christoph Rhemann and Carsten Rother and Pushmeet Kohli and Margrit Gelautz}, title = {A spatially varying PSF-based prior for alpha matting}, booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010}, pages = {2149--2156}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/CVPR.2010.5539894}, doi = {10.1109/CVPR.2010.5539894}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/RhemannRKG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/BarinovaLK10, author = {Olga Barinova and Victor S. Lempitsky and Pushmeet Kohli}, title = {On detection of multiple object instances using hough transforms}, booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010}, pages = {2233--2240}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/CVPR.2010.5539905}, doi = {10.1109/CVPR.2010.5539905}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/BarinovaLK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dagm/KohliLR10, author = {Pushmeet Kohli and Victor S. Lempitsky and Carsten Rother}, editor = {Michael Goesele and Stefan Roth and Arjan Kuijper and Bernt Schiele and Konrad Schindler}, title = {Uncertainty Driven Multi-scale Optimization}, booktitle = {Pattern Recognition - 32nd {DAGM} Symposium, Darmstadt, Germany, September 22-24, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6376}, pages = {242--251}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15986-2\_25}, doi = {10.1007/978-3-642-15986-2\_25}, timestamp = {Sat, 30 Sep 2023 09:38:32 +0200}, biburl = {https://dblp.org/rec/conf/dagm/KohliLR10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/BarinovaLTK10, author = {Olga Barinova and Victor S. Lempitsky and Elena Tretiak and Pushmeet Kohli}, editor = {Kostas Daniilidis and Petros Maragos and Nikos Paragios}, title = {Geometric Image Parsing in Man-Made Environments}, booktitle = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6312}, pages = {57--70}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15552-9\_5}, doi = {10.1007/978-3-642-15552-9\_5}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/BarinovaLTK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/LadickyRKT10, author = {Lubor Ladicky and Chris Russell and Pushmeet Kohli and Philip H. S. Torr}, editor = {Kostas Daniilidis and Petros Maragos and Nikos Paragios}, title = {Graph Cut Based Inference with Co-occurrence Statistics}, booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part {V}}, series = {Lecture Notes in Computer Science}, volume = {6315}, pages = {239--253}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15555-0\_18}, doi = {10.1007/978-3-642-15555-0\_18}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/LadickyRKT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/GlockerHNKR10, author = {Ben Glocker and Tim Hauke Heibel and Nassir Navab and Pushmeet Kohli and Carsten Rother}, editor = {Kostas Daniilidis and Petros Maragos and Nikos Paragios}, title = {TriangleFlow: Optical Flow with Triangulation-Based Higher-Order Likelihoods}, booktitle = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {6313}, pages = {272--285}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15558-1\_20}, doi = {10.1007/978-3-642-15558-1\_20}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/GlockerHNKR10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/LimJK10, author = {Yongsub Lim and Kyomin Jung and Pushmeet Kohli}, editor = {Kostas Daniilidis and Petros Maragos and Nikos Paragios}, title = {Energy Minimization under Constraints on Label Counts}, booktitle = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6312}, pages = {535--551}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15552-9\_39}, doi = {10.1007/978-3-642-15552-9\_39}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/LimJK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icvgip/NickischRKR10, author = {Hannes Nickisch and Carsten Rother and Pushmeet Kohli and Christoph Rhemann}, editor = {Rama Chellappa and Padmanabhan Anandan and A. N. Rajagopalan and P. J. Narayanan and Philip H. S. Torr}, title = {Learning an interactive segmentation system}, booktitle = {Seventh Indian Conference on Computer Vision, Graphics and Image Processing, {ICVGIP} '10, Chennai, India, December 12-15, 2010}, pages = {274--281}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1924559.1924596}, doi = {10.1145/1924559.1924596}, timestamp = {Fri, 05 Mar 2021 08:48:09 +0100}, biburl = {https://dblp.org/rec/conf/icvgip/NickischRKR10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/RussellLKT10, author = {Chris Russell and Lubor Ladicky and Pushmeet Kohli and Philip H. S. Torr}, editor = {Peter Gr{\"{u}}nwald and Peter Spirtes}, title = {Exact and Approximate Inference in Associative Hierarchical Networks using Graph Cuts}, booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010}, pages = {501--508}, publisher = {{AUAI} Press}, year = {2010}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2082\&\#38;proceeding\_id=26}, timestamp = {Wed, 03 Feb 2021 11:09:25 +0100}, biburl = {https://dblp.org/rec/conf/uai/RussellLKT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/sci/KohliT10, author = {Pushmeet Kohli and Philip H. S. Torr}, editor = {Roberto Cipolla and Sebastiano Battiato and Giovanni Maria Farinella}, title = {Dynamic Graph Cuts and Their Applications in Computer Vision}, booktitle = {Computer Vision: Detection, Recognition and Reconstruction}, series = {Studies in Computational Intelligence}, volume = {285}, pages = {51--108}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-12848-6\_3}, doi = {10.1007/978-3-642-12848-6\_3}, timestamp = {Sat, 19 Oct 2019 19:02:28 +0200}, biburl = {https://dblp.org/rec/series/sci/KohliT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/KohliLT09, author = {Pushmeet Kohli and Lubor Ladicky and Philip H. S. Torr}, title = {Robust Higher Order Potentials for Enforcing Label Consistency}, journal = {Int. J. Comput. Vis.}, volume = {82}, number = {3}, pages = {302--324}, year = {2009}, url = {https://doi.org/10.1007/s11263-008-0202-0}, doi = {10.1007/S11263-008-0202-0}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/KohliLT09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/KohliKT09, author = {Pushmeet Kohli and M. Pawan Kumar and Philip H. S. Torr}, title = {P{\({^3}\)} {\&} Beyond: Move Making Algorithms for Solving Higher Order Functions}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {31}, number = {9}, pages = {1645--1656}, year = {2009}, url = {https://doi.org/10.1109/TPAMI.2008.217}, doi = {10.1109/TPAMI.2008.217}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/KohliKT09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/RotherKFJ09, author = {Carsten Rother and Pushmeet Kohli and Wei Feng and Jiaya Jia}, title = {Minimizing sparse higher order energy functions of discrete variables}, booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}}, pages = {1382--1389}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/CVPR.2009.5206739}, doi = {10.1109/CVPR.2009.5206739}, timestamp = {Tue, 30 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/RotherKFJ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/RhemannRWGKR09, author = {Christoph Rhemann and Carsten Rother and Jue Wang and Margrit Gelautz and Pushmeet Kohli and Pamela Rott}, title = {A perceptually motivated online benchmark for image matting}, booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}}, pages = {1826--1833}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/CVPR.2009.5206503}, doi = {10.1109/CVPR.2009.5206503}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/RhemannRWGKR09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LempitskyKRS09, author = {Victor S. Lempitsky and Pushmeet Kohli and Carsten Rother and Toby Sharp}, title = {Image segmentation with a bounding box prior}, booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009, Kyoto, Japan, September 27 - October 4, 2009}, pages = {277--284}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICCV.2009.5459262}, doi = {10.1109/ICCV.2009.5459262}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/LempitskyKRS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LadickyRKT09, author = {Lubor Ladicky and Chris Russell and Pushmeet Kohli and Philip H. S. Torr}, title = {Associative hierarchical CRFs for object class image segmentation}, booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009, Kyoto, Japan, September 27 - October 4, 2009}, pages = {739--746}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICCV.2009.5459248}, doi = {10.1109/ICCV.2009.5459248}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/LadickyRKT09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/JungKS09, author = {Kyomin Jung and Pushmeet Kohli and Devavrat Shah}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Local Rules for Global {MAP:} When Do They Work ?}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {871--879}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/eecca5b6365d9607ee5a9d336962c534-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/JungKS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0912-2492, author = {Hannes Nickisch and Pushmeet Kohli and Carsten Rother}, title = {Learning an Interactive Segmentation System}, journal = {CoRR}, volume = {abs/0912.2492}, year = {2009}, url = {http://arxiv.org/abs/0912.2492}, eprinttype = {arXiv}, eprint = {0912.2492}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0912-2492.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cviu/KohliT08, author = {Pushmeet Kohli and Philip H. S. Torr}, title = {Measuring uncertainty in graph cut solutions}, journal = {Comput. Vis. Image Underst.}, volume = {112}, number = {1}, pages = {30--38}, year = {2008}, url = {https://doi.org/10.1016/j.cviu.2008.07.002}, doi = {10.1016/J.CVIU.2008.07.002}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cviu/KohliT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/KohliRBT08, author = {Pushmeet Kohli and Jonathan Rihan and Matthieu Bray and Philip H. S. Torr}, title = {Simultaneous Segmentation and Pose Estimation of Humans Using Dynamic Graph Cuts}, journal = {Int. J. Comput. Vis.}, volume = {79}, number = {3}, pages = {285--298}, year = {2008}, url = {https://doi.org/10.1007/s11263-007-0120-6}, doi = {10.1007/S11263-007-0120-6}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/KohliRBT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/Rav-AchaKRF08, author = {Alex Rav{-}Acha and Pushmeet Kohli and Carsten Rother and Andrew W. Fitzgibbon}, title = {Unwrap mosaics: a new representation for video editing}, journal = {{ACM} Trans. Graph.}, volume = {27}, number = {3}, pages = {17}, year = {2008}, url = {https://doi.org/10.1145/1360612.1360616}, doi = {10.1145/1360612.1360616}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/Rav-AchaKRF08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/AlahariKT08, author = {Karteek Alahari and Pushmeet Kohli and Philip H. S. Torr}, title = {Reduce, reuse {\&} recycle: Efficiently solving multi-label MRFs}, booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/CVPR.2008.4587402}, doi = {10.1109/CVPR.2008.4587402}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/AlahariKT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/KohliLT08, author = {Pushmeet Kohli and Lubor Ladicky and Philip H. S. Torr}, title = {Robust higher order potentials for enforcing label consistency}, booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/CVPR.2008.4587417}, doi = {10.1109/CVPR.2008.4587417}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/KohliLT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/RamalingamKAT08, author = {Srikumar Ramalingam and Pushmeet Kohli and Karteek Alahari and Philip H. S. Torr}, title = {Exact inference in multi-label CRFs with higher order cliques}, booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/CVPR.2008.4587401}, doi = {10.1109/CVPR.2008.4587401}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/RamalingamKAT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/SzummerKH08, author = {Martin Szummer and Pushmeet Kohli and Derek Hoiem}, editor = {David A. Forsyth and Philip H. S. Torr and Andrew Zisserman}, title = {Learning CRFs Using Graph Cuts}, booktitle = {Computer Vision - {ECCV} 2008, 10th European Conference on Computer Vision, Marseille, France, October 12-18, 2008, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {5303}, pages = {582--595}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-88688-4\_43}, doi = {10.1007/978-3-540-88688-4\_43}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/SzummerKH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KohliSRKT08, author = {Pushmeet Kohli and Alexander Shekhovtsov and Carsten Rother and Vladimir Kolmogorov and Philip H. S. Torr}, editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis}, title = {On partial optimality in multi-label MRFs}, booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference {(ICML} 2008), Helsinki, Finland, June 5-9, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {307}, pages = {480--487}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390156.1390217}, doi = {10.1145/1390156.1390217}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KohliSRKT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ethos/Kohli07, author = {Pushmeet Kohli}, title = {Minimizing dynamic and higher order energy functions using graph cuts}, school = {Oxford Brookes University, {UK}}, year = {2007}, url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.444300}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ethos/Kohli07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/KohliT07, author = {Pushmeet Kohli and Philip H. S. Torr}, title = {Dynamic Graph Cuts for Efficient Inference in Markov Random Fields}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {29}, number = {12}, pages = {2079--2088}, year = {2007}, url = {https://doi.org/10.1109/TPAMI.2007.1128}, doi = {10.1109/TPAMI.2007.1128}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/KohliT07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/KohliKT07, author = {Pushmeet Kohli and M. Pawan Kumar and Philip H. S. Torr}, title = {{P3} {\&} Beyond: Solving Energies with Higher Order Cliques}, booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota, {USA}}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/CVPR.2007.383204}, doi = {10.1109/CVPR.2007.383204}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/KohliKT07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/KohliT06, author = {Pushmeet Kohli and Philip H. S. Torr}, editor = {Ales Leonardis and Horst Bischof and Axel Pinz}, title = {Measuring Uncertainty in Graph Cut Solutions - Efficiently Computing Min-marginal Energies Using Dynamic Graph Cuts}, booktitle = {Computer Vision - {ECCV} 2006, 9th European Conference on Computer Vision, Graz, Austria, May 7-13, 2006, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3952}, pages = {30--43}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11744047\_3}, doi = {10.1007/11744047\_3}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/KohliT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/BrayKT06, author = {Matthieu Bray and Pushmeet Kohli and Philip H. S. Torr}, editor = {Ales Leonardis and Horst Bischof and Axel Pinz}, title = {PoseCut: Simultaneous Segmentation and 3D Pose Estimation of Humans Using Dynamic Graph-Cuts}, booktitle = {Computer Vision - {ECCV} 2006, 9th European Conference on Computer Vision, Graz, Austria, May 7-13, 2006, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {3952}, pages = {642--655}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11744047\_49}, doi = {10.1007/11744047\_49}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/BrayKT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icvgip/RihanKT06, author = {Jonathan Rihan and Pushmeet Kohli and Philip H. S. Torr}, editor = {Prem Kumar Kalra and Shmuel Peleg}, title = {{OBJCUT} for Face Detection}, booktitle = {Computer Vision, Graphics and Image Processing, 5th Indian Conference, {ICVGIP} 2006, Madurai, India, December 13-16, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4338}, pages = {576--584}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11949619\_51}, doi = {10.1007/11949619\_51}, timestamp = {Tue, 14 May 2019 10:00:37 +0200}, biburl = {https://dblp.org/rec/conf/icvgip/RihanKT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icvgip/SunKBT06, author = {Yunda Sun and Pushmeet Kohli and Matthieu Bray and Philip H. S. Torr}, editor = {Prem Kumar Kalra and Shmuel Peleg}, title = {Using Strong Shape Priors for Stereo}, booktitle = {Computer Vision, Graphics and Image Processing, 5th Indian Conference, {ICVGIP} 2006, Madurai, India, December 13-16, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4338}, pages = {882--893}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11949619\_79}, doi = {10.1007/11949619\_79}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icvgip/SunKBT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/KohliT05, author = {Pushmeet Kohli and Philip H. S. Torr}, title = {Effciently Solving Dynamic Markov Random Fields Using Graph Cuts}, booktitle = {10th {IEEE} International Conference on Computer Vision {(ICCV} 2005), 17-20 October 2005, Beijing, China}, pages = {922--929}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/ICCV.2005.81}, doi = {10.1109/ICCV.2005.81}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/KohliT05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iicai/Kohli03, author = {Pushmeet Kohli}, editor = {Bhanu Prasad}, title = {A Classifier System Based on Evolved Finite State Machines}, booktitle = {Proceedings of the 1st Indian International Conference on Artificial Intelligence, {IICAI} 2003, Hyderabad, India, December 18-20, 2003}, pages = {529--542}, publisher = {{IICAI}}, year = {2003}, timestamp = {Fri, 15 Dec 2023 18:26:01 +0100}, biburl = {https://dblp.org/rec/conf/iicai/Kohli03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iicai/Kohli03a, author = {Pushmeet Kohli}, editor = {Bhanu Prasad}, title = {A New Genetic Algorithm Based Scheme for Inferring Finite State Machines From Accept/Reject Data Samples}, booktitle = {Proceedings of the 1st Indian International Conference on Artificial Intelligence, {IICAI} 2003, Hyderabad, India, December 18-20, 2003}, pages = {632--645}, publisher = {{IICAI}}, year = {2003}, timestamp = {Tue, 01 Mar 2005 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iicai/Kohli03a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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