| The Mouse Action Recognition System (MARS) software pipeline for automated analysis of social behaviors in mice C Segalin, J Williams, T Karigo, M Hui, M Zelikowsky, JJ Sun, P Perona, ... Elife 10, e63720, 2021 | 220 | 2021 |
| View-invariant probabilistic embedding for human pose JJ Sun, J Zhao, LC Chen, F Schroff, H Adam, T Liu European Conference on Computer Vision, 53-70, 2020 | 92 | 2020 |
| Task programming: Learning data efficient behavior representations JJ Sun, A Kennedy, E Zhan, DJ Anderson, Y Yue, P Perona Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 63 | 2021 |
| Open-source tools for behavioral video analysis: setup, methods, and development K Luxem, JJ Sun, SP Bradley, K Krishnan, EA Yttri, J Zimmermann, ... arXiv preprint arXiv:2204.02842, 2022 | 61* | 2022 |
| The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions JJ Sun, T Karigo, D Chakraborty, SP Mohanty, DJ Anderson, P Perona, ... NeurIPS 2021 (Datasets and Benchmarks Track), 2021 | 55 | 2021 |
| Learning Differentiable Programs with Admissible Neural Heuristics A Shah, E Zhan, JJ Sun, A Verma, Y Yue, S Chaudhuri NeurIPS 2020, 2020 | 53 | 2020 |
| Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization L Zhao, Y Wang, J Zhao, L Yuan, JJ Sun, F Schroff, H Adam, X Peng, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 40 | 2021 |
| Videoprism: A foundational visual encoder for video understanding L Zhao, NB Gundavarapu, L Yuan, H Zhou, S Yan, JJ Sun, L Friedman, ... arXiv preprint arXiv:2402.13217, 2024 | 34 | 2024 |
| Self-Supervised Keypoint Discovery in Behavioral Videos JJ Sun, S Ryou, R Goldshmid, B Weissbourd, J Dabiri, DJ Anderson, ... CVPR 2022, 2021 | 33 | 2021 |
| View-invariant, occlusion-robust probabilistic embedding for human pose T Liu, JJ Sun, L Zhao, J Zhao, L Yuan, Y Wang, LC Chen, F Schroff, ... International Journal of Computer Vision, 1-25, 2021 | 21 | 2021 |
| Eev dataset: Predicting expressions evoked by diverse videos JJ Sun, T Liu, AS Cowen, F Schroff, H Adam, G Prasad arXiv preprint arXiv:2001.05488 1 (2), 2020 | 21* | 2020 |
| Bkind-3d: Self-supervised 3d keypoint discovery from multi-view videos JJ Sun, L Karashchuk, A Dravid, S Ryou, S Fereidooni, JC Tuthill, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 20* | 2023 |
| Gla in mediaeval 2018 emotional impact of movies task JJ Sun, T Liu, G Prasad Mediaeval, 2019 | 20 | 2019 |
| Mabe22: a multi-species multi-task benchmark for learned representations of behavior JJ Sun, M Marks, AW Ulmer, D Chakraborty, B Geuther, E Hayes, H Jia, ... International Conference on Machine Learning, 32936-32990, 2023 | 17* | 2023 |
| Deep neural imputation: A framework for recovering incomplete brain recordings S Talukder, JJ Sun, M Leonard, BW Brunton, Y Yue arXiv preprint arXiv:2206.08094, 2022 | 17 | 2022 |
| Neurosymbolic programming for science JJ Sun, M Tjandrasuwita, A Sehgal, A Solar-Lezama, S Chaudhuri, Y Yue, ... arXiv preprint arXiv:2210.05050, 2022 | 16 | 2022 |
| Interpreting Expert Annotation Differences in Animal Behavior M Tjandrasuwita, JJ Sun, A Kennedy, S Chaudhuri, Y Yue Poster at CV4Animals Workshop at CVPR2021, 2021 | 13 | 2021 |
| Unsupervised learning of neurosymbolic encoders E Zhan, JJ Sun, A Kennedy, Y Yue, S Chaudhuri arXiv preprint arXiv:2107.13132, 2021 | 12 | 2021 |
| Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis A Tseng, JJ Sun, Y Yue CVPR 2022, 2021 | 10 | 2021 |
| Neurosymbolic grounding for compositional world models A Sehgal, A Grayeli, JJ Sun, S Chaudhuri arXiv preprint arXiv:2310.12690, 2023 | 5 | 2023 |
Yisong YueCalifornia Institute of Technology; Asari AI; Latitude AIVerified email at caltech.edu
