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A Functional Information Perspective on Model Interpretation


Jun 14, 2022
Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan

* Accepted to ICML 2022 

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Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images


Jun 07, 2022
Tom Ron, Michal Weiler-Sagie, Tamir Hazan

* 12 pages, 5 figures. In proceedings of the 39th International Conference on Machine Learning, Baltimore, Maryland, USA, PMLR 162, 2022. Copyright 2022 by the author(s) 

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Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies


May 03, 2022
Alon Berliner, Guy Rotman, Yossi Adi, Roi Reichart, Tamir Hazan

* Published as a conference paper at ICLR 2022 

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Latent Space Explanation by Intervention


Dec 09, 2021
Itai Gat, Guy Lorberbom, Idan Schwartz, Tamir Hazan

* Accepted to AAAI22 

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Learning Generalized Gumbel-max Causal Mechanisms


Nov 11, 2021
Guy Lorberbom, Daniel D. Johnson, Chris J. Maddison, Daniel Tarlow, Tamir Hazan

* Accepted to NeurIPS 2021 (Spotlight) 

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Video and Text Matching with Conditioned Embeddings


Oct 21, 2021
Ameen Ali, Idan Schwartz, Tamir Hazan, Lior Wolf

* WACV 2022 

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Mixing between the Cross Entropy and the Expectation Loss Terms


Sep 12, 2021
Barak Battash, Lior Wolf, Tamir Hazan

* 8 pages, 3 figures 

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Visual Navigation with Spatial Attention


Apr 20, 2021
Bar Mayo, Tamir Hazan, Ayellet Tal


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Constant Random Perturbations Provide Adversarial Robustness with Minimal Effect on Accuracy


Mar 15, 2021
Bronya Roni Chernyak, Bhiksha Raj, Tamir Hazan, Joseph Keshet


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Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies


Oct 21, 2020
Itai Gat, Idan Schwartz, Alexander Schwing, Tamir Hazan

* NeurIPS 2020 

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