| Precise Detection in Densely Packed Scenes E Goldman*, R Herzig*, A Eisenschtat*, J Goldberger, T Hassner IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019, 2019 | 223 | 2019 |
| Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks J Materzynska, T Xiao, R Herzig, H Xu, X Wang, T Darrell IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2020, 2019 | 191 | 2019 |
| Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction R Herzig, M Raboh, G Chechik, J Berant, A Globerson Advances in Neural Information Processing Systems (NeurIPS), 2018, 2018 | 143 | 2018 |
| DETReg: Unsupervised Pretraining with Region Priors for Object Detection A Bar, X Wang, V Kantorov, CJ Reed, R Herzig, G Chechik, A Rohrbach, ... IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022, 2021 | 134 | 2021 |
| Learning Canonical Representations for Scene Graph to Image Generation R Herzig, A Bar, H Xu, G Chechik, T Darrell, A Globerson Proceedings of the European Conference on Computer Vision (ECCV), 2020, 2019 | 105 | 2019 |
| Spatio-Temporal Action Graph Networks R Herzig, E Levi, H Xu, H Gao, E Brosh, X Wang, A Globerson, T Darrell Workshop on Autonomous Driving at ICCV 2019, 2018 | 100 | 2018 |
| Object-Region Video Transformers R Herzig, E Ben-Avraham, K Mangalam, A Bar, G Chechik, A Rohrbach, ... IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022, 2021 | 85 | 2021 |
| Teaching Structured Vision&Language Concepts to Vision&Language Models S Doveh, A Arbelle, S Harary, R Panda, R Herzig, E Schwartz, D Kim, ... IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2023, 2022 | 50 | 2022 |
| Compositional Video Synthesis with Action Graphs A Bar*, R Herzig*, X Wang, A Rohrbach, G Chechik, T Darrell, ... International Conference on Machine Learning (ICML), 2021, 2020 | 42 | 2020 |
| Differentiable Scene Graphs M Raboh*, R Herzig*, G Chechik, J Berant, A Globerson Winter Conference on Applications of Computer Vision (WACV), 2020, 2019 | 40 | 2019 |
| Unsupervised Domain Generalization by Learning a Bridge Across Domains S Harary, E Schwartz, A Arbelle, P Staar, S Abu-Hussein, E Amrani, ... IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022, 2021 | 35 | 2021 |
| Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models S Doveh, A Arbelle, S Harary, R Herzig, D Kim, A Alfassy, R Panda, ... Advanced in Neural Information Processing Systems (NeurIPS), 2023, 2023 | 28 | 2023 |
| Compositional Chain-of-Thought Prompting for Large Multimodal Models C Mitra, B Huang, T Darrell, R Herzig IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2024, 2023 | 23 | 2023 |
| Localization and mapping methods using vast imagery and sensory data collected from land and air vehicles LY Lavy, S Rippa, E Levi, R Herzig, E Brosh US Patent 11,428,537, 2020 | 23 | 2020 |
| Accurate Visual Localization for Automotive Applications E Brosh, M Friedmann, I Kadar, LY Lavy, E Levi, S Rippa, Y Lempert, ... Workshop on Autonomous Driving at CVPR 2019, 2019 | 22 | 2019 |
| Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs R Herzig, A Mendelson, L Karlinsky, A Arbelle, R Feris, T Darrell, ... Conference on Empirical Methods in Natural Language Processing (EMNLP) 2023, 2023 | 21 | 2023 |
| Learning object detection from captions via textual scene attributes A Jerbi, R Herzig, J Berant, G Chechik, A Globerson arXiv preprint arXiv:2009.14558, 2020 | 18 | 2020 |
| Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens E Ben-Avraham, R Herzig, K Mangalam, A Bar, A Rohrbach, L Karlinsky, ... Advanced in Neural Information Processing Systems (NeurIPS), 2022, 2022 | 17* | 2022 |
| FETA: Towards Specializing Foundational Models for Expert Task Applications A Alfassy, A Arbelle, O Halimi, S Harary, R Herzig, E Schwartz, R Panda, ... NeurIPS 2022 Track Datasets and Benchmarks, 2022, 2022 | 15 | 2022 |
| PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data R Herzig, O Abramovich, E Ben-Avraham, A Arbelle, L Karlinsky, ... Winter Conference on Applications of Computer Vision (WACV), 2024, 2022 | 11 | 2022 |
Trevor DarrellProfessor of Computer Science, U.C. BerkeleyVerified email at eecs.berkeley.edu