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DETReg: Unsupervised Pretraining with Region Priors for Object Detection


Jun 08, 2021
Amir Bar, Xin Wang, Vadim Kantorov, Colorado J Reed, Roei Herzig, Gal Chechik, Anna Rohrbach, Trevor Darrell, Amir Globerson

* preprint, under review 

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Learning Object Detection from Captions via Textual Scene Attributes


Sep 30, 2020
Achiya Jerbi, Roei Herzig, Jonathan Berant, Gal Chechik, Amir Globerson


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Compositional Video Synthesis with Action Graphs


Jul 13, 2020
Amir Bar, Roei Herzig, Xiaolong Wang, Gal Chechik, Trevor Darrell, Amir Globerson


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Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks


Dec 20, 2019
Joanna Materzynska, Tete Xiao, Roei Herzig, Huijuan Xu, Xiaolong Wang, Trevor Darrell


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Learning Canonical Representations for Scene Graph to Image Generation


Dec 16, 2019
Roei Herzig, Amir Bar, Huijuan Xu, Gal Chechik, Trevor Darrell, Amir Globerson


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Accurate Visual Localization for Automotive Applications


May 01, 2019
Eli Brosh, Matan Friedmann, Ilan Kadar, Lev Yitzhak Lavy, Elad Levi, Shmuel Rippa, Yair Lempert, Bruno Fernandez-Ruiz, Roei Herzig, Trevor Darrell


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Precise Detection in Densely Packed Scenes


Apr 30, 2019
Eran Goldman, Roei Herzig, Aviv Eisenschtat, Oria Ratzon, Itsik Levi, Jacob Goldberger, Tal Hassner

* IEEE Conference on Computer Vision and Pattern Recognition, 2019 
* CVPR 2019 

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Differentiable Scene Graphs


Mar 26, 2019
Moshiko Raboh, Roei Herzig, Gal Chechik, Jonathan Berant, Amir Globerson


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Classifying Collisions with Spatio-Temporal Action Graph Networks


Dec 04, 2018
Roei Herzig, Elad Levi, Huijuan Xu, Eli Brosh, Amir Globerson, Trevor Darrell


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Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction


Nov 01, 2018
Roei Herzig, Moshiko Raboh, Gal Chechik, Jonathan Berant, Amir Globerson

* Paper is accepted for NIPS 2018 conference 

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