BibTeX records: Alexander Amini

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@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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