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Roei Herzig
Roei Herzig
BAIR, UC Berkeley | IBM Research
Verified email at mail.tau.ac.il - Homepage
Title
Cited by
Cited by
Year
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
2142019
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
1832019
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
1422018
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
1292021
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
1002019
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
982018
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
802021
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
432022
Differentiable Scene Graphs
M Raboh*, R Herzig*, G Chechik, J Berant, A Globerson
Winter Conference on Applications of Computer Vision (WACV), 2020, 2019
402019
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
392020
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
332021
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
222020
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
212023
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
182023
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
182019
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
172023
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
172020
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
15*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
132022
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
112022
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Articles 1–20