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BibTeX records: Alexander Amini
@article{DBLP:journals/ral/LechnerARH23, author = {Mathias Lechner and Alexander Amini and Daniela Rus and Thomas A. Henzinger}, title = {Revisiting the Adversarial Robustness-Accuracy Tradeoff in Robot Learning}, journal = {{IEEE} Robotics Autom. Lett.}, volume = {8}, number = {3}, pages = {1595--1602}, year = {2023}, url = {https://doi.org/10.1109/LRA.2023.3240930}, doi = {10.1109/LRA.2023.3240930}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ral/LechnerARH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/scirobotics/ChahineHKRSLAR23, author = {Makram Chahine and Ramin M. Hasani and Patrick Kao and Aaron Ray and Ryan Shubert and Mathias Lechner and Alexander Amini and Daniela Rus}, title = {Robust flight navigation out of distribution with liquid neural networks}, journal = {Sci. Robotics}, volume = {8}, number = {77}, year = {2023}, url = {https://doi.org/10.1126/scirobotics.adc8892}, doi = {10.1126/SCIROBOTICS.ADC8892}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/scirobotics/ChahineHKRSLAR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/trob/XiaoWHCALR23, author = {Wei Xiao and Tsun{-}Hsuan Wang and Ramin M. Hasani and Makram Chahine and Alexander Amini and Xiao Li and Daniela Rus}, title = {BarrierNet: Differentiable Control Barrier Functions for Learning of Safe Robot Control}, journal = {{IEEE} Trans. Robotics}, volume = {39}, number = {3}, pages = {2289--2307}, year = {2023}, url = {https://doi.org/10.1109/TRO.2023.3249564}, doi = {10.1109/TRO.2023.3249564}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/trob/XiaoWHCALR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HasaniLWCAR23, author = {Ramin M. Hasani and Mathias Lechner and Tsun{-}Hsuan Wang and Makram Chahine and Alexander Amini and Daniela Rus}, title = {Liquid Structural State-Space Models}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=g4OTKRKfS7R}, timestamp = {Fri, 30 Jun 2023 14:38:38 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HasaniLWCAR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/LiuTAYMRH23, author = {Zhijian Liu and Haotian Tang and Alexander Amini and Xinyu Yang and Huizi Mao and Daniela L. Rus and Song Han}, title = {BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation}, booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA} 2023, London, UK, May 29 - June 2, 2023}, pages = {2774--2781}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICRA48891.2023.10160968}, doi = {10.1109/ICRA48891.2023.10160968}, timestamp = {Tue, 08 Aug 2023 10:24:29 +0200}, biburl = {https://dblp.org/rec/conf/icra/LiuTAYMRH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/l4dc/Wang0CAHR23, author = {Tsun{-}Hsuan Wang and Wei Xiao and Makram Chahine and Alexander Amini and Ramin M. Hasani and Daniela Rus}, editor = {Nikolai Matni and Manfred Morari and George J. Pappas}, title = {Learning Stability Attention in Vision-based End-to-end Driving Policies}, booktitle = {Learning for Dynamics and Control Conference, {L4DC} 2023, 15-16 June 2023, Philadelphia, PA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {211}, pages = {1099--1111}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v211/wang23b.html}, timestamp = {Fri, 16 Jun 2023 14:48:17 +0200}, biburl = {https://dblp.org/rec/conf/l4dc/Wang0CAHR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-02733, author = {Tsun{-}Hsuan Wang and Wei Xiao and Makram Chahine and Alexander Amini and Ramin M. Hasani and Daniela Rus}, title = {Learning Stability Attention in Vision-based End-to-end Driving Policies}, journal = {CoRR}, volume = {abs/2304.02733}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.02733}, doi = {10.48550/ARXIV.2304.02733}, eprinttype = {arXiv}, eprint = {2304.02733}, timestamp = {Tue, 18 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-02733.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-00231, author = {Sadhana Lolla and Iaroslav Elistratov and Alejandro Perez and Elaheh Ahmadi and Daniela Rus and Alexander Amini}, title = {Capsa: {A} Unified Framework for Quantifying Risk in Deep Neural Networks}, journal = {CoRR}, volume = {abs/2308.00231}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.00231}, doi = {10.48550/ARXIV.2308.00231}, eprinttype = {arXiv}, eprint = {2308.00231}, timestamp = {Mon, 21 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-00231.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-17642, author = {Tsun{-}Hsuan Wang and Alaa Maalouf and Wei Xiao and Yutong Ban and Alexander Amini and Guy Rosman and Sertac Karaman and Daniela Rus}, title = {Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models}, journal = {CoRR}, volume = {abs/2310.17642}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.17642}, doi = {10.48550/ARXIV.2310.17642}, eprinttype = {arXiv}, eprint = {2310.17642}, timestamp = {Thu, 02 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-17642.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-15451, author = {Qi Yang and Shreya Ravikumar and Fynn Schmitt{-}Ulms and Satvik Lolla and Ege Demir and Iaroslav Elistratov and Alex Lavaee and Sadhana Lolla and Elaheh Ahmadi and Daniela Rus and Alexander Amini and Alejandro Perez}, title = {Uncertainty-aware Language Modeling for Selective Question Answering}, journal = {CoRR}, volume = {abs/2311.15451}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.15451}, doi = {10.48550/ARXIV.2311.15451}, eprinttype = {arXiv}, eprint = {2311.15451}, timestamp = {Fri, 01 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-15451.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/HasaniLALRTTR22, author = {Ramin M. Hasani and Mathias Lechner and Alexander Amini and Lucas Liebenwein and Aaron Ray and Max Tschaikowski and Gerald Teschl and Daniela Rus}, title = {Closed-form continuous-time neural networks}, journal = {Nat. Mac. Intell.}, volume = {4}, number = {11}, pages = {992--1003}, year = {2022}, url = {https://doi.org/10.1038/s42256-022-00556-7}, doi = {10.1038/S42256-022-00556-7}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/natmi/HasaniLALRTTR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/HasaniLALRTTR22a, author = {Ramin M. Hasani and Mathias Lechner and Alexander Amini and Lucas Liebenwein and Aaron Ray and Max Tschaikowski and Gerald Teschl and Daniela Rus}, title = {Publisher Correction: Closed-form continuous-time neural networks}, journal = {Nat. Mac. Intell.}, volume = {4}, number = {12}, pages = {1267}, year = {2022}, url = {https://doi.org/10.1038/s42256-022-00597-y}, doi = {10.1038/S42256-022-00597-Y}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/natmi/HasaniLALRTTR22a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ral/TylkinWPASWSAR22, author = {Paul Tylkin and Tsun{-}Hsuan Wang and Kyle Palko and Ross E. Allen and Ho Chit Siu and Daniel Wrafter and Tim Seyde and Alexander Amini and Daniela Rus}, title = {Interpretable Autonomous Flight Via Compact Visualizable Neural Circuit Policies}, journal = {{IEEE} Robotics Autom. Lett.}, volume = {7}, number = {2}, pages = {3265--3272}, year = {2022}, url = {https://doi.org/10.1109/LRA.2022.3146555}, doi = {10.1109/LRA.2022.3146555}, timestamp = {Fri, 01 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ral/TylkinWPASWSAR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/TylkinWSPAAR22, author = {Paul Tylkin and Tsun{-}Hsuan Wang and Tim Seyde and Kyle Palko and Ross E. Allen and Alexander Amini and Daniela Rus}, editor = {Piotr Faliszewski and Viviana Mascardi and Catherine Pelachaud and Matthew E. Taylor}, title = {Autonomous Flight Arcade Challenge: Single- and Multi-Agent Learning Environments for Aerial Vehicles}, booktitle = {21st International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022}, pages = {1744--1746}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems {(IFAAMAS)}}, year = {2022}, url = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p1744.pdf}, doi = {10.5555/3535850.3536096}, timestamp = {Wed, 19 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/TylkinWSPAAR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/AminiWGSL0KR22, author = {Alexander Amini and Tsun{-}Hsuan Wang and Igor Gilitschenski and Wilko Schwarting and Zhijian Liu and Song Han and Sertac Karaman and Daniela Rus}, title = {{VISTA} 2.0: An Open, Data-driven Simulator for Multimodal Sensing and Policy Learning for Autonomous Vehicles}, booktitle = {2022 International Conference on Robotics and Automation, {ICRA} 2022, Philadelphia, PA, USA, May 23-27, 2022}, pages = {2419--2426}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICRA46639.2022.9812276}, doi = {10.1109/ICRA46639.2022.9812276}, timestamp = {Wed, 20 Jul 2022 18:22:23 +0200}, biburl = {https://dblp.org/rec/conf/icra/AminiWGSL0KR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/WangASGKR22, author = {Tsun{-}Hsuan Wang and Alexander Amini and Wilko Schwarting and Igor Gilitschenski and Sertac Karaman and Daniela Rus}, title = {Learning Interactive Driving Policies via Data-driven Simulation}, booktitle = {2022 International Conference on Robotics and Automation, {ICRA} 2022, Philadelphia, PA, USA, May 23-27, 2022}, pages = {7745--7752}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICRA46639.2022.9812407}, doi = {10.1109/ICRA46639.2022.9812407}, timestamp = {Wed, 20 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icra/WangASGKR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LooHAR22, author = {Noel Loo and Ramin M. Hasani and Alexander Amini and Daniela Rus}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Evolution of Neural Tangent Kernels under Benign and Adversarial Training}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/4bc4e9ecd5ae4a75048dc216a770cba1-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LooHAR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LooHAR22a, author = {Noel Loo and Ramin M. Hasani and Alexander Amini and Daniela Rus}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Efficient Dataset Distillation using Random Feature Approximation}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/5a28f46993c19f428f482cc59db40870-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LooHAR22a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-02401, author = {Wei Xiao and Tsun{-}Hsuan Wang and Makram Chahine and Alexander Amini and Ramin M. Hasani and Daniela Rus}, title = {Differentiable Control Barrier Functions for Vision-based End-to-End Autonomous Driving}, journal = {CoRR}, volume = {abs/2203.02401}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.02401}, doi = {10.48550/ARXIV.2203.02401}, eprinttype = {arXiv}, eprint = {2203.02401}, timestamp = {Tue, 31 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-02401.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-07373, author = {Mathias Lechner and Alexander Amini and Daniela Rus and Thomas A. Henzinger}, title = {Revisiting the Adversarial Robustness-Accuracy Tradeoff in Robot Learning}, journal = {CoRR}, volume = {abs/2204.07373}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.07373}, doi = {10.48550/ARXIV.2204.07373}, eprinttype = {arXiv}, eprint = {2204.07373}, timestamp = {Tue, 19 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-07373.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-13542, author = {Zhijian Liu and Haotian Tang and Alexander Amini and Xinyu Yang and Huizi Mao and Daniela Rus and Song Han}, title = {BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation}, journal = {CoRR}, volume = {abs/2205.13542}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.13542}, doi = {10.48550/ARXIV.2205.13542}, eprinttype = {arXiv}, eprint = {2205.13542}, timestamp = {Tue, 31 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-13542.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-12951, author = {Ramin M. Hasani and Mathias Lechner and Tsun{-}Hsuan Wang and Makram Chahine and Alexander Amini and Daniela Rus}, title = {Liquid Structural State-Space Models}, journal = {CoRR}, volume = {abs/2209.12951}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.12951}, doi = {10.48550/ARXIV.2209.12951}, eprinttype = {arXiv}, eprint = {2209.12951}, timestamp = {Thu, 06 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-12951.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-04303, author = {Mathias Lechner and Ramin M. Hasani and Alexander Amini and Tsun{-}Hsuan Wang and Thomas A. Henzinger and Daniela Rus}, title = {Are All Vision Models Created Equal? {A} Study of the Open-Loop to Closed-Loop Causality Gap}, journal = {CoRR}, volume = {abs/2210.04303}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.04303}, doi = {10.48550/ARXIV.2210.04303}, eprinttype = {arXiv}, eprint = {2210.04303}, timestamp = {Wed, 12 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-04303.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-12030, author = {Noel Loo and Ramin M. Hasani and Alexander Amini and Daniela Rus}, title = {Evolution of Neural Tangent Kernels under Benign and Adversarial Training}, journal = {CoRR}, volume = {abs/2210.12030}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.12030}, doi = {10.48550/ARXIV.2210.12030}, eprinttype = {arXiv}, eprint = {2210.12030}, timestamp = {Wed, 04 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-12030.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-12067, author = {Noel Loo and Ramin M. Hasani and Alexander Amini and Daniela Rus}, title = {Efficient Dataset Distillation Using Random Feature Approximation}, journal = {CoRR}, volume = {abs/2210.12067}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.12067}, doi = {10.48550/ARXIV.2210.12067}, eprinttype = {arXiv}, eprint = {2210.12067}, timestamp = {Tue, 25 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-12067.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ral/SpielbergACMR21, author = {Andrew Spielberg and Alexander Amini and Lillian Chin and Wojciech Matusik and Daniela Rus}, title = {Co-Learning of Task and Sensor Placement for Soft Robotics}, journal = {{IEEE} Robotics Autom. Lett.}, volume = {6}, number = {2}, pages = {1208--1215}, year = {2021}, url = {https://doi.org/10.1109/LRA.2021.3056369}, doi = {10.1109/LRA.2021.3056369}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ral/SpielbergACMR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/HasaniLARG21, author = {Ramin M. Hasani and Mathias Lechner and Alexander Amini and Daniela Rus and Radu Grosu}, title = {Liquid Time-constant Networks}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {7657--7666}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i9.16936}, doi = {10.1609/AAAI.V35I9.16936}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/HasaniLARG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/LiuAZK0R21, author = {Zhijian Liu and Alexander Amini and Sibo Zhu and Sertac Karaman and Song Han and Daniela L. Rus}, title = {Efficient and Robust LiDAR-Based End-to-End Navigation}, booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA} 2021, Xi'an, China, May 30 - June 5, 2021}, pages = {13247--13254}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICRA48506.2021.9561299}, doi = {10.1109/ICRA48506.2021.9561299}, timestamp = {Mon, 25 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icra/LiuAZK0R21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/VorbachHALR21, author = {Charles Vorbach and Ramin M. Hasani and Alexander Amini and Mathias Lechner and Daniela Rus}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Causal Navigation by Continuous-time Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {12425--12440}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/67ba02d73c54f0b83c05507b7fb7267f-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/VorbachHALR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiebenweinHAR21, author = {Lucas Liebenwein and Ramin M. Hasani and Alexander Amini and Daniela Rus}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Sparse Flows: Pruning Continuous-depth Models}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {22628--22642}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/bf1b2f4b901c21a1d8645018ea9aeb05-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/LiebenweinHAR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-09932, author = {Zhijian Liu and Alexander Amini and Sibo Zhu and Sertac Karaman and Song Han and Daniela Rus}, title = {Efficient and Robust LiDAR-Based End-to-End Navigation}, journal = {CoRR}, volume = {abs/2105.09932}, year = {2021}, url = {https://arxiv.org/abs/2105.09932}, eprinttype = {arXiv}, eprint = {2105.09932}, timestamp = {Mon, 31 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-09932.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-08314, author = {Charles Vorbach and Ramin M. Hasani and Alexander Amini and Mathias Lechner and Daniela Rus}, title = {Causal Navigation by Continuous-time Neural Networks}, journal = {CoRR}, volume = {abs/2106.08314}, year = {2021}, url = {https://arxiv.org/abs/2106.08314}, eprinttype = {arXiv}, eprint = {2106.08314}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-08314.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-12718, author = {Lucas Liebenwein and Ramin M. Hasani and Alexander Amini and Daniela Rus}, title = {Sparse Flows: Pruning Continuous-depth Models}, journal = {CoRR}, volume = {abs/2106.12718}, year = {2021}, url = {https://arxiv.org/abs/2106.12718}, eprinttype = {arXiv}, eprint = {2106.12718}, timestamp = {Wed, 30 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-12718.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-13898, author = {Ramin M. Hasani and Mathias Lechner and Alexander Amini and Lucas Liebenwein and Max Tschaikowski and Gerald Teschl and Daniela Rus}, title = {Closed-form Continuous-Depth Models}, journal = {CoRR}, volume = {abs/2106.13898}, year = {2021}, url = {https://arxiv.org/abs/2106.13898}, eprinttype = {arXiv}, eprint = {2106.13898}, timestamp = {Wed, 30 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-13898.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-12083, author = {Alexander Amini and Tsun{-}Hsuan Wang and Igor Gilitschenski and Wilko Schwarting and Zhijian Liu and Song Han and Sertac Karaman and Daniela Rus}, title = {{VISTA} 2.0: An Open, Data-driven Simulator for Multimodal Sensing and Policy Learning for Autonomous Vehicles}, journal = {CoRR}, volume = {abs/2111.12083}, year = {2021}, url = {https://arxiv.org/abs/2111.12083}, eprinttype = {arXiv}, eprint = {2111.12083}, timestamp = {Fri, 26 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-12083.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-12137, author = {Tsun{-}Hsuan Wang and Alexander Amini and Wilko Schwarting and Igor Gilitschenski and Sertac Karaman and Daniela Rus}, title = {Learning Interactive Driving Policies via Data-driven Simulation}, journal = {CoRR}, volume = {abs/2111.12137}, year = {2021}, url = {https://arxiv.org/abs/2111.12137}, eprinttype = {arXiv}, eprint = {2111.12137}, timestamp = {Fri, 26 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-12137.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/LechnerHAHRG20, author = {Mathias Lechner and Ramin M. Hasani and Alexander Amini and Thomas A. Henzinger and Daniela Rus and Radu Grosu}, title = {Neural circuit policies enabling auditable autonomy}, journal = {Nat. Mach. Intell.}, volume = {2}, number = {10}, pages = {642--652}, year = {2020}, url = {https://doi.org/10.1038/s42256-020-00237-3}, doi = {10.1038/S42256-020-00237-3}, timestamp = {Wed, 15 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/natmi/LechnerHAHRG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ral/AminiGPMBKR20, author = {Alexander Amini and Igor Gilitschenski and Jacob Phillips and Julia Moseyko and Rohan Banerjee and Sertac Karaman and Daniela Rus}, title = {Learning Robust Control Policies for End-to-End Autonomous Driving From Data-Driven Simulation}, journal = {{IEEE} Robotics Autom. Lett.}, volume = {5}, number = {2}, pages = {1143--1150}, year = {2020}, url = {https://doi.org/10.1109/LRA.2020.2966414}, doi = {10.1109/LRA.2020.2966414}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ral/AminiGPMBKR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GilitschenskiSS20, author = {Igor Gilitschenski and Roshni Sahoo and Wilko Schwarting and Alexander Amini and Sertac Karaman and Daniela Rus}, title = {Deep Orientation Uncertainty Learning based on a Bingham Loss}, 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=ryloogSKDS}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GilitschenskiSS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HasaniLARG20, author = {Ramin M. Hasani and Mathias Lechner and Alexander Amini and Daniela Rus and Radu Grosu}, title = {A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {4082--4093}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/hasani20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/HasaniLARG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/AminiLR20, author = {Alexander Amini and Jeffrey I. Lipton and Daniela Rus}, title = {Uncertainty Aware Texture Classification and Mapping Using Soft Tactile Sensors}, booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2020, Las Vegas, NV, USA, October 24, 2020 - January 24, 2021}, pages = {4249--4256}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/IROS45743.2020.9341045}, doi = {10.1109/IROS45743.2020.9341045}, timestamp = {Tue, 16 Feb 2021 19:07:08 +0100}, biburl = {https://dblp.org/rec/conf/iros/AminiLR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AminiSSR20, author = {Alexander Amini and Wilko Schwarting and Ava Soleimany and Daniela Rus}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Deep Evidential Regression}, 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/aab085461de182608ee9f607f3f7d18f-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/AminiSSR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-04439, author = {Ramin M. Hasani and Mathias Lechner and Alexander Amini and Daniela Rus and Radu Grosu}, title = {Liquid Time-constant Networks}, journal = {CoRR}, volume = {abs/2006.04439}, year = {2020}, url = {https://arxiv.org/abs/2006.04439}, eprinttype = {arXiv}, eprint = {2006.04439}, timestamp = {Fri, 12 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-04439.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aies/AminiSSBR19, author = {Alexander Amini and Ava P. Soleimany and Wilko Schwarting and Sangeeta N. Bhatia and Daniela Rus}, editor = {Vincent Conitzer and Gillian K. Hadfield and Shannon Vallor}, title = {Uncovering and Mitigating Algorithmic Bias through Learned Latent Structure}, booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society, {AIES} 2019, Honolulu, HI, USA, January 27-28, 2019}, pages = {289--295}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3306618.3314243}, doi = {10.1145/3306618.3314243}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aies/AminiSSBR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/AminiRKR19, author = {Alexander Amini and Guy Rosman and Sertac Karaman and Daniela Rus}, title = {Variational End-to-End Navigation and Localization}, booktitle = {International Conference on Robotics and Automation, {ICRA} 2019, Montreal, QC, Canada, May 20-24, 2019}, pages = {8958--8964}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICRA.2019.8793579}, doi = {10.1109/ICRA.2019.8793579}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/icra/AminiRKR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/HasaniALNGR19, author = {Ramin M. Hasani and Alexander Amini and Mathias Lechner and Felix Naser and Radu Grosu and Daniela Rus}, title = {Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019}, pages = {1--8}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IJCNN.2019.8851954}, doi = {10.1109/IJCNN.2019.8851954}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/HasaniALNGR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/NaserGALRKR19, author = {Felix Naser and Igor Gilitschenski and Alexander Amini and Christina Liao and Guy Rosman and Sertac Karaman and Daniela Rus}, title = {Infrastructure-free NLoS Obstacle Detection for Autonomous Cars}, booktitle = {2019 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2019, Macau, SAR, China, November 3-8, 2019}, pages = {250--257}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IROS40897.2019.8967554}, doi = {10.1109/IROS40897.2019.8967554}, timestamp = {Fri, 31 Jan 2020 10:27:14 +0100}, biburl = {https://dblp.org/rec/conf/iros/NaserGALRKR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-02600, author = {Alexander Amini and Wilko Schwarting and Ava Soleimany and Daniela Rus}, title = {Deep Evidential Regression}, journal = {CoRR}, volume = {abs/1910.02600}, year = {2019}, url = {http://arxiv.org/abs/1910.02600}, eprinttype = {arXiv}, eprint = {1910.02600}, timestamp = {Wed, 09 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-02600.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/AminiPBKR18, author = {Alexander Amini and Liam Paull and Thomas Balch and Sertac Karaman and Daniela Rus}, title = {Learning Steering Bounds for Parallel Autonomous Systems}, booktitle = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA} 2018, Brisbane, Australia, May 21-25, 2018}, pages = {1--8}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICRA.2018.8461253}, doi = {10.1109/ICRA.2018.8461253}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/icra/AminiPBKR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/AminiSRAKR18, author = {Alexander Amini and Wilko Schwarting and Guy Rosman and Brandon Araki and Sertac Karaman and Daniela Rus}, title = {Variational Autoencoder for End-to-End Control of Autonomous Driving with Novelty Detection and Training De-biasing}, booktitle = {2018 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2018, Madrid, Spain, October 1-5, 2018}, pages = {568--575}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/IROS.2018.8594386}, doi = {10.1109/IROS.2018.8594386}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/iros/AminiSRAKR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itsc/NaserGRAD0WFKR18, author = {Felix Naser and Igor Gilitschenski and Guy Rosman and Alexander Amini and Fr{\'{e}}do Durand and Antonio Torralba and Gregory W. Wornell and William T. Freeman and Sertac Karaman and Daniela Rus}, editor = {Wei{-}Bin Zhang and Alexandre M. Bayen and Javier J. S{\'{a}}nchez Medina and Matthew J. Barth}, title = {ShadowCam: Real-Time Detection of Moving Obstacles Behind {A} Corner For Autonomous Vehicles}, booktitle = {21st International Conference on Intelligent Transportation Systems, {ITSC} 2018, Maui, HI, USA, November 4-7, 2018}, pages = {560--567}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ITSC.2018.8569569}, doi = {10.1109/ITSC.2018.8569569}, timestamp = {Wed, 16 Oct 2019 14:14:57 +0200}, biburl = {https://dblp.org/rec/conf/itsc/NaserGRAD0WFKR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-04829, author = {Alexander Amini and Ava Soleimany and Sertac Karaman and Daniela Rus}, title = {Spatial Uncertainty Sampling for End-to-End Control}, journal = {CoRR}, volume = {abs/1805.04829}, year = {2018}, url = {http://arxiv.org/abs/1805.04829}, eprinttype = {arXiv}, eprint = {1805.04829}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-04829.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-03864, author = {Ramin M. Hasani and Alexander Amini and Mathias Lechner and Felix Naser and Radu Grosu and Daniela Rus}, title = {Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks}, journal = {CoRR}, volume = {abs/1809.03864}, year = {2018}, url = {http://arxiv.org/abs/1809.03864}, eprinttype = {arXiv}, eprint = {1809.03864}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-03864.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-04423, author = {Ramin M. Hasani and Mathias Lechner and Alexander Amini and Daniela Rus and Radu Grosu}, title = {Re-purposing Compact Neuronal Circuit Policies to Govern Reinforcement Learning Tasks}, journal = {CoRR}, volume = {abs/1809.04423}, year = {2018}, url = {http://arxiv.org/abs/1809.04423}, eprinttype = {arXiv}, eprint = {1809.04423}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-04423.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-00321, author = {Ramin M. Hasani and Mathias Lechner and Alexander Amini and Daniela Rus and Radu Grosu}, title = {Liquid Time-constant Recurrent Neural Networks as Universal Approximators}, journal = {CoRR}, volume = {abs/1811.00321}, year = {2018}, url = {http://arxiv.org/abs/1811.00321}, eprinttype = {arXiv}, eprint = {1811.00321}, timestamp = {Thu, 22 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-00321.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-10119, author = {Alexander Amini and Guy Rosman and Sertac Karaman and Daniela Rus}, title = {Variational End-to-End Navigation and Localization}, journal = {CoRR}, volume = {abs/1811.10119}, year = {2018}, url = {http://arxiv.org/abs/1811.10119}, eprinttype = {arXiv}, eprint = {1811.10119}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-10119.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YoshimuraASBR17, author = {Yuji Yoshimura and Alexander Amini and Stanislav Sobolevsky and Josep Blat and Carlo Ratti}, title = {Analysis of pedestrian behaviors through non-invasive Bluetooth monitoring}, journal = {CoRR}, volume = {abs/1702.00546}, year = {2017}, url = {http://arxiv.org/abs/1702.00546}, eprinttype = {arXiv}, eprint = {1702.00546}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YoshimuraASBR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tlsdkcs/YoshimuraASBR16, author = {Yuji Yoshimura and Alexander Amini and Stanislav Sobolevsky and Josep Blat and Carlo Ratti}, title = {Analysis of Customers' Spatial Distribution Through Transaction Datasets}, journal = {Trans. Large Scale Data Knowl. Centered Syst.}, volume = {27}, pages = {177--189}, year = {2016}, url = {https://doi.org/10.1007/978-3-662-53416-8\_11}, doi = {10.1007/978-3-662-53416-8\_11}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tlsdkcs/YoshimuraASBR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AminiHE16, author = {Alexander Amini and Berthold K. P. Horn and Alan Edelman}, title = {Accelerated Convolutions for Efficient Multi-Scale Time to Contact Computation in Julia}, journal = {CoRR}, volume = {abs/1612.08825}, year = {2016}, url = {http://arxiv.org/abs/1612.08825}, eprinttype = {arXiv}, eprint = {1612.08825}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AminiHE16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/epjds/AminiKKSR14, author = {Alexander Amini and Kevin S. Kung and Chaogui Kang and Stanislav Sobolevsky and Carlo Ratti}, title = {The impact of social segregation on human mobility in developing and industrialized regions}, journal = {{EPJ} Data Sci.}, volume = {3}, number = {1}, pages = {6}, year = {2014}, url = {https://doi.org/10.1140/epjds31}, doi = {10.1140/EPJDS31}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/epjds/AminiKKSR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AminiKKSR14, author = {Alexander Amini and Kevin S. Kung and Chaogui Kang and Stanislav Sobolevsky and Carlo Ratti}, title = {The Impact of Social Segregation on Human Mobility in Developing and Urbanized Regions}, journal = {CoRR}, volume = {abs/1401.5743}, year = {2014}, url = {http://arxiv.org/abs/1401.5743}, eprinttype = {arXiv}, eprint = {1401.5743}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AminiKKSR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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