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Visual Prompting via Image Inpainting


Sep 01, 2022
Amir Bar, Yossi Gandelsman, Trevor Darrell, Amir Globerson, Alexei A. Efros

* Project page: https://yossigandelsman.github.io/visual_prompt 

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Graph Trees with Attention


Jul 06, 2022
Maya Bechler-Speicher, Amir Globerson, Ran Gilad-Bachrach


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Structured Video Tokens @ Ego4D PNR Temporal Localization Challenge 2022


Jun 15, 2022
Elad Ben-Avraham, Roei Herzig, Karttikeya Mangalam, Amir Bar, Anna Rohrbach, Leonid Karlinsky, Trevor Darrell, Amir Globerson

* Ego4D CVPR22 Object State Localization challenge. arXiv admin note: substantial text overlap with arXiv:2206.06346 

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Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens


Jun 15, 2022
Elad Ben-Avraham, Roei Herzig, Karttikeya Mangalam, Amir Bar, Anna Rohrbach, Leonid Karlinsky, Trevor Darrell, Amir Globerson

* Tech report 

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Active Learning with Label Comparisons


Apr 10, 2022
Gal Yona, Shay Moran, Gal Elidan, Amir Globerson


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On the Implicit Bias of Gradient Descent for Temporal Extrapolation


Feb 09, 2022
Edo Cohen-Karlik, Avichai Ben David, Nadav Cohen, Amir Globerson

* 8 pages, 8 figures (plus appendix), AISTATS2022 

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Learning to Retrieve Passages without Supervision


Dec 14, 2021
Ori Ram, Gal Shachaf, Omer Levy, Jonathan Berant, Amir Globerson


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On the Optimization Landscape of Maximum Mean Discrepancy


Oct 26, 2021
Itai Alon, Amir Globerson, Ami Wiesel


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Object-Region Video Transformers


Oct 13, 2021
Roei Herzig, Elad Ben-Avraham, Karttikeya Mangalam, Amir Bar, Gal Chechik, Anna Rohrbach, Trevor Darrell, Amir Globerson

* Tech report 

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A Theoretical Analysis of Fine-tuning with Linear Teachers


Jul 04, 2021
Gal Shachaf, Alon Brutzkus, Amir Globerson


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