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Unsupervised Learning of Neurosymbolic Encoders


Jul 28, 2021
Eric Zhan, Jennifer J. Sun, Ann Kennedy, Yisong Yue, Swarat Chaudhuri


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Interpreting Expert Annotation Differences in Animal Behavior


Jun 11, 2021
Megan Tjandrasuwita, Jennifer J. Sun, Ann Kennedy, Swarat Chaudhuri, Yisong Yue

* 4 pages, 5 figures, presented as a poster at CV4Animals workshop @ CVPR21 

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The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions


Apr 07, 2021
Jennifer J. Sun, Tomomi Karigo, Dipam Chakraborty, Sharada P. Mohanty, David J. Anderson, Pietro Perona, Yisong Yue, Ann Kennedy

* Dataset and challenge: https://www.aicrowd.com/challenges/multi-agent-behavior-representation-modeling-measurement-and-applications Part of MABe workshop @ CVPR21: https://sites.google.com/view/mabe21/home 

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Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization


Dec 02, 2020
Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris Metaxas, Ting Liu


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Task Programming: Learning Data Efficient Behavior Representations


Nov 27, 2020
Jennifer J. Sun, Ann Kennedy, Eric Zhan, Yisong Yue, Pietro Perona


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View-Invariant, Occlusion-Robust Probabilistic Embedding for Human Pose


Oct 23, 2020
Ting Liu, Jennifer J. Sun, Long Zhao, Jiaping Zhao, Liangzhe Yuan, Yuxiao Wang, Liang-Chieh Chen, Florian Schroff, Hartwig Adam

* Code is available at https://github.com/google-research/google-research/tree/master/poem . Video synchronization results are available at https://drive.google.com/corp/drive/folders/1nhPuEcX4Lhe6iK3nv84cvSCov2eJ52Xy. arXiv admin note: text overlap with arXiv:1912.01001 

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Learning Differentiable Programs with Admissible Neural Heuristics


Jul 26, 2020
Ameesh Shah, Eric Zhan, Jennifer J. Sun, Abhinav Verma, Yisong Yue, Swarat Chaudhuri

* 9 pages, under review 

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EEV Dataset: Predicting Expressions Evoked by Diverse Videos


Jan 15, 2020
Jennifer J. Sun, Ting Liu, Alan S. Cowen, Florian Schroff, Hartwig Adam, Gautam Prasad


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View-Invariant Probabilistic Embedding for Human Pose


Dec 02, 2019
Jennifer J. Sun, Jiaping Zhao, Liang-Chieh Chen, Florian Schroff, Hartwig Adam, Ting Liu


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GLA in MediaEval 2018 Emotional Impact of Movies Task


Nov 27, 2019
Jennifer J. Sun, Ting Liu, Gautam Prasad

* MediaEval 2018, 29-31 October 2018, Sophia Antipolis, France. This work is presented at the workshop in MediaEval 2018 for the Emotional Impact of Movies Task 

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