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Itai Gat

On the Importance of Gradient Norm in PAC-Bayesian Bounds

Oct 12, 2022
Itai Gat, Yossi Adi, Alexander Schwing, Tamir Hazan

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* NeurIPS 22. arXiv admin note: text overlap with arXiv:2002.09866

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A Functional Information Perspective on Model Interpretation

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

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* Accepted to ICML 2022

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Towards a Common Speech Analysis Engine

Mar 01, 2022
Hagai Aronowitz, Itai Gat, Edmilson Morais, Weizhong Zhu, Ron Hoory

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* ICASSP 2022

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Speech Emotion Recognition using Self-Supervised Features

Feb 07, 2022
Edmilson Morais, Ron Hoory, Weizhong Zhu, Itai Gat, Matheus Damasceno, Hagai Aronowitz

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* 5 pages, 4 figures, 2 tables, ICASSP 2022

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Latent Space Explanation by Intervention

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

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* Accepted to AAAI22

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Perceptual Score: What Data Modalities Does Your Model Perceive?

Oct 27, 2021
Itai Gat, Idan Schwartz, Alexander Schwing

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* Accepted to NeurIPS 2021

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Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions

Jun 08, 2021
Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart

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* ACL 2021. Our code and data are available at https://danrosenberg.github.io/rad-measure/

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