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Unsupervised Domain Generalization by Learning a Bridge Across Domains



Sivan Harary , Eli Schwartz , Assaf Arbelle , Peter Staar , Shady Abu-Hussein , Elad Amrani , Roei Herzig , Amit Alfassy , Raja Giryes , Hilde Kuehne , Dina Katabi , Kate Saenko , Rogerio Feris , Leonid Karlinsky


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Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data



Samarth Mishra , Rameswar Panda , Cheng Perng Phoo , Chun-Fu Chen , Leonid Karlinsky , Kate Saenko , Venkatesh Saligrama , Rogerio S. Feris

* Pre-print 

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CHARTER: heatmap-based multi-type chart data extraction



Joseph Shtok , Sivan Harary , Ophir Azulai , Adi Raz Goldfarb , Assaf Arbelle , Leonid Karlinsky

* Document Intelligence workshop at KDD 2021 conference 
* Joseph Shtok, Sivan Harary and Leonid Karlinsky had equal contribution 

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Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data



Ashraful Islam , Chun-Fu Chen , Rameswar Panda , Leonid Karlinsky , Rogerio Feris , Richard J. Radke


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Detector-Free Weakly Supervised Grounding by Separation



Assaf Arbelle , Sivan Doveh , Amit Alfassy , Joseph Shtok , Guy Lev , Eli Schwartz , Hilde Kuehne , Hila Barak Levi , Prasanna Sattigeri , Rameswar Panda , Chun-Fu Chen , Alex Bronstein , Kate Saenko , Shimon Ullman , Raja Giryes , Rogerio Feris , Leonid Karlinsky


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A Broad Study on the Transferability of Visual Representations with Contrastive Learning



Ashraful Islam , Chun-Fu Chen , Rameswar Panda , Leonid Karlinsky , Richard Radke , Rogerio Feris


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AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition



Yue Meng , Rameswar Panda , Chung-Ching Lin , Prasanna Sattigeri , Leonid Karlinsky , Kate Saenko , Aude Oliva , Rogerio Feris

* Accepted to ICLR2021 

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A Maximal Correlation Approach to Imposing Fairness in Machine Learning



Joshua Lee , Yuheng Bu , Prasanna Sattigeri , Rameswar Panda , Gregory Wornell , Leonid Karlinsky , Rogerio Feris

* 9 Pages 4 Figures 

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Fine-grained Angular Contrastive Learning with Coarse Labels



Guy Bukchin , Eli Schwartz , Kate Saenko , Ori Shahar , Rogerio Feris , Raja Giryes , Leonid Karlinsky


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