| Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks J Lu, D Batra, D Parikh, S Lee Advances in neural information processing systems 32, 2019 | 1347 | 2019 |
| Graph r-cnn for scene graph generation J Yang, J Lu, S Lee, D Batra, D Parikh Proceedings of the European conference on computer vision (ECCV), 670-685, 2018 | 564 | 2018 |
| Embodied question answering A Das, S Datta, G Gkioxari, S Lee, D Parikh, D Batra Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 434 | 2018 |
| Learning cooperative visual dialog agents with deep reinforcement learning A Das, S Kottur, JMF Moura, S Lee, D Batra Proceedings of the IEEE international conference on computer vision, 2951-2960, 2017 | 374 | 2017 |
| Lending a hand: Detecting hands and recognizing activities in complex egocentric interactions S Bambach, S Lee, DJ Crandall, C Yu Proceedings of the IEEE international conference on computer vision, 1949-1957, 2015 | 362 | 2015 |
| Diverse beam search: Decoding diverse solutions from neural sequence models AK Vijayakumar, M Cogswell, RR Selvaraju, Q Sun, S Lee, D Crandall, ... arXiv preprint arXiv:1610.02424, 2016 | 297 | 2016 |
| 12-in-1: Multi-task vision and language representation learning J Lu, V Goswami, M Rohrbach, D Parikh, S Lee Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 243 | 2020 |
| Counterfactual visual explanations Y Goyal, Z Wu, J Ernst, D Batra, D Parikh, S Lee International Conference on Machine Learning, 2376-2384, 2019 | 235 | 2019 |
| Why M heads are better than one: Training a diverse ensemble of deep networks S Lee, S Purushwalkam, M Cogswell, D Crandall, D Batra arXiv preprint arXiv:1511.06314, 2015 | 200 | 2015 |
| Natural language does not emerge'naturally'in multi-agent dialog S Kottur, JMF Moura, S Lee, D Batra arXiv preprint arXiv:1706.08502, 2017 | 165 | 2017 |
| Dd-ppo: Learning near-perfect pointgoal navigators from 2.5 billion frames E Wijmans, A Kadian, A Morcos, S Lee, I Essa, D Parikh, M Savva, ... arXiv preprint arXiv:1911.00357, 2019 | 151 | 2019 |
| Stochastic multiple choice learning for training diverse deep ensembles S Lee, S Purushwalkam Shiva Prakash, M Cogswell, V Ranjan, ... Advances in Neural Information Processing Systems 29, 2016 | 148 | 2016 |
| Overcoming language priors in visual question answering with adversarial regularization S Ramakrishnan, A Agrawal, S Lee Advances in Neural Information Processing Systems 31, 2018 | 141 | 2018 |
| Taking a hint: Leveraging explanations to make vision and language models more grounded RR Selvaraju, S Lee, Y Shen, H Jin, S Ghosh, L Heck, D Batra, D Parikh Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 126 | 2019 |
| Diverse beam search for improved description of complex scenes A Vijayakumar, M Cogswell, R Selvaraju, Q Sun, S Lee, D Crandall, ... Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 126 | 2018 |
| Neural modular control for embodied question answering A Das, G Gkioxari, S Lee, D Parikh, D Batra Conference on Robot Learning, 53-62, 2018 | 94 | 2018 |
| Audio visual scene-aware dialog H Alamri, V Cartillier, A Das, J Wang, A Cherian, I Essa, D Batra, TK Marks, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 89 | 2019 |
| Improving vision-and-language navigation with image-text pairs from the web A Majumdar, A Shrivastava, S Lee, P Anderson, D Parikh, D Batra European Conference on Computer Vision, 259-274, 2020 | 84 | 2020 |
| Embodied question answering in photorealistic environments with point cloud perception E Wijmans, S Datta, O Maksymets, A Das, G Gkioxari, S Lee, I Essa, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 84 | 2019 |
| Beyond the nav-graph: Vision-and-language navigation in continuous environments J Krantz, E Wijmans, A Majumdar, D Batra, S Lee European Conference on Computer Vision, 104-120, 2020 | 76 | 2020 |
Dhruv BatraGeorgia Tech and Facebook AI ResearchVerified email at gatech.edu
