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Itai Gat
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Conference and Workshop Papers
- 2024
- [c19]Guy Yariv, Itai Gat, Sagie Benaim, Lior Wolf, Idan Schwartz, Yossi Adi:
Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation. AAAI 2024: 6639-6647 - [c18]Guy Lorberbom, Itai Gat, Yossi Adi, Alexander G. Schwing, Tamir Hazan:
Layer Collaboration in the Forward-Forward Algorithm. AAAI 2024: 14141-14148 - [c17]Alon Ziv, Itai Gat, Gaël Le Lan, Tal Remez, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Yossi Adi:
Masked Audio Generation using a Single Non-Autoregressive Transformer. ICLR 2024 - [c16]Heli Ben-Hamu, Omri Puny, Itai Gat, Brian Karrer, Uriel Singer, Yaron Lipman:
D-Flow: Differentiating through Flows for Controlled Generation. ICML 2024 - 2023
- [c15]Tu Anh Nguyen, Wei-Ning Hsu, Antony D'Avirro, Bowen Shi, Itai Gat, Maryam Fazel-Zarandi, Tal Remez, Jade Copet, Gabriel Synnaeve, Michael Hassid, Felix Kreuk, Yossi Adi, Emmanuel Dupoux:
Expresso: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis. INTERSPEECH 2023: 4823-4827 - [c14]Guy Yariv, Itai Gat, Lior Wolf, Yossi Adi, Idan Schwartz:
Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation. INTERSPEECH 2023: 5446-5450 - [c13]Itai Gat, Felix Kreuk, Tu Anh Nguyen, Ann Lee, Jade Copet, Gabriel Synnaeve, Emmanuel Dupoux, Yossi Adi:
Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling. IWSLT@ACL 2023: 465-477 - [c12]Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, Gabriel Synnaeve, Yossi Adi, Alexandre Défossez:
Simple and Controllable Music Generation. NeurIPS 2023 - [c11]Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi:
Textually Pretrained Speech Language Models. NeurIPS 2023 - 2022
- [c10]Itai Gat, Guy Lorberbom, Idan Schwartz, Tamir Hazan:
Latent Space Explanation by Intervention. AAAI 2022: 679-687 - [c9]Edmilson da Silva Morais, Ron Hoory, Weizhong Zhu, Itai Gat, Matheus Damasceno, Hagai Aronowitz:
Speech Emotion Recognition Using Self-Supervised Features. ICASSP 2022: 6922-6926 - [c8]Itai Gat, Hagai Aronowitz, Weizhong Zhu, Edmilson da Silva Morais, Ron Hoory:
Speaker Normalization for Self-Supervised Speech Emotion Recognition. ICASSP 2022: 7342-7346 - [c7]Hagai Aronowitz, Itai Gat, Edmilson da Silva Morais, Weizhong Zhu, Ron Hoory:
Towards A Common Speech Analysis Engine. ICASSP 2022: 8162-8166 - [c6]Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan:
A Functional Information Perspective on Model Interpretation. ICML 2022: 7266-7278 - [c5]Itai Gat, Yossi Adi, Alexander G. Schwing, Tamir Hazan:
On the Importance of Gradient Norm in PAC-Bayesian Bounds. NeurIPS 2022 - 2021
- [c4]Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart:
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions. ACL/IJCNLP (2) 2021: 61-70 - [c3]Itai Gat, Idan Schwartz, Alexander G. Schwing:
Perceptual Score: What Data Modalities Does Your Model Perceive? NeurIPS 2021: 21630-21643 - 2020
- [c2]Itai Gat, Idan Schwartz, Alexander G. Schwing, Tamir Hazan:
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies. NeurIPS 2020 - 2018
- [c1]Moti Bachar, Gal Elimelech, Itai Gat, Gil Sobol, Nicolo Rivetti, Avigdor Gal:
Venilia, On-line Learning and Prediction of Vessel Destination. DEBS 2018: 209-212
Informal and Other Publications
- 2024
- [i22]Alon Ziv, Itai Gat, Gaël Le Lan, Tal Remez, Felix Kreuk, Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi:
Masked Audio Generation using a Single Non-Autoregressive Transformer. CoRR abs/2401.04577 (2024) - [i21]Tu Anh Nguyen, Benjamin Muller, Bokai Yu, Marta R. Costa-jussà, Maha Elbayad, Sravya Popuri, Paul-Ambroise Duquenne, Robin Algayres, Ruslan Mavlyutov, Itai Gat, Gabriel Synnaeve, Juan Pino, Benoît Sagot, Emmanuel Dupoux:
SpiRit-LM: Interleaved Spoken and Written Language Model. CoRR abs/2402.05755 (2024) - [i20]Heli Ben-Hamu, Omri Puny, Itai Gat, Brian Karrer, Uriel Singer, Yaron Lipman:
D-Flow: Differentiating through Flows for Controlled Generation. CoRR abs/2402.14017 (2024) - [i19]Or Tal, Alon Ziv, Itai Gat, Felix Kreuk, Yossi Adi:
Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation. CoRR abs/2406.10970 (2024) - [i18]Itai Gat, Tal Remez, Neta Shaul, Felix Kreuk, Ricky T. Q. Chen, Gabriel Synnaeve, Yossi Adi, Yaron Lipman:
Discrete Flow Matching. CoRR abs/2407.15595 (2024) - 2023
- [i17]Guy Lorberbom, Itai Gat, Yossi Adi, Alexander G. Schwing, Tamir Hazan:
Layer Collaboration in the Forward-Forward Algorithm. CoRR abs/2305.12393 (2023) - [i16]Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi:
Textually Pretrained Speech Language Models. CoRR abs/2305.13009 (2023) - [i15]Guy Yariv, Itai Gat, Lior Wolf, Yossi Adi, Idan Schwartz:
AudioToken: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation. CoRR abs/2305.13050 (2023) - [i14]Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, Gabriel Synnaeve, Yossi Adi, Alexandre Défossez:
Simple and Controllable Music Generation. CoRR abs/2306.05284 (2023) - [i13]Tu Anh Nguyen, Wei-Ning Hsu, Antony D'Avirro, Bowen Shi, Itai Gat, Maryam Fazel-Zarandi, Tal Remez, Jade Copet, Gabriel Synnaeve, Michael Hassid, Felix Kreuk, Yossi Adi, Emmanuel Dupoux:
EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis. CoRR abs/2308.05725 (2023) - [i12]Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla, Itai Gat, Xiaoqing Ellen Tan, Yossi Adi, Jingyu Liu, Tal Remez, Jérémy Rapin, Artyom Kozhevnikov, Ivan Evtimov, Joanna Bitton, Manish Bhatt, Cristian Canton-Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Défossez, Jade Copet, Faisal Azhar, Hugo Touvron, Louis Martin, Nicolas Usunier, Thomas Scialom, Gabriel Synnaeve:
Code Llama: Open Foundation Models for Code. CoRR abs/2308.12950 (2023) - [i11]Guy Yariv, Itai Gat, Sagie Benaim, Lior Wolf, Idan Schwartz, Yossi Adi:
Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation. CoRR abs/2309.16429 (2023) - 2022
- [i10]Itai Gat, Hagai Aronowitz, Weizhong Zhu, Edmilson da Silva Morais, Ron Hoory:
Speaker Normalization for Self-supervised Speech Emotion Recognition. CoRR abs/2202.01252 (2022) - [i9]Edmilson da Silva Morais, Ron Hoory, Weizhong Zhu, Itai Gat, Matheus Damasceno, Hagai Aronowitz:
Speech Emotion Recognition using Self-Supervised Features. CoRR abs/2202.03896 (2022) - [i8]Hagai Aronowitz, Itai Gat, Edmilson da Silva Morais, Weizhong Zhu, Ron Hoory:
Towards a Common Speech Analysis Engine. CoRR abs/2203.00613 (2022) - [i7]Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan:
A Functional Information Perspective on Model Interpretation. CoRR abs/2206.05700 (2022) - [i6]Itai Gat, Felix Kreuk, Ann Lee, Jade Copet, Gabriel Synnaeve, Emmanuel Dupoux, Yossi Adi:
On The Robustness of Self-Supervised Representations for Spoken Language Modeling. CoRR abs/2209.15483 (2022) - [i5]Itai Gat, Yossi Adi, Alexander G. Schwing, Tamir Hazan:
On the Importance of Gradient Norm in PAC-Bayesian Bounds. CoRR abs/2210.06143 (2022) - 2021
- [i4]Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart:
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions. CoRR abs/2106.04484 (2021) - [i3]Itai Gat, Idan Schwartz, Alexander G. Schwing:
Perceptual Score: What Data Modalities Does Your Model Perceive? CoRR abs/2110.14375 (2021) - [i2]Itai Gat, Guy Lorberbom, Idan Schwartz, Tamir Hazan:
Latent Space Explanation by Intervention. CoRR abs/2112.04895 (2021) - 2020
- [i1]Itai Gat, Idan Schwartz, Alexander G. Schwing, Tamir Hazan:
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies. CoRR abs/2010.10802 (2020)
Coauthor Index
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