Gat, Itai

20 publications

NeurIPS 2025 Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking Heli Ben-Hamu, Itai Gat, Daniel Severo, Niklas Nolte, Brian Karrer

NeurIPS 2025 Corrector Sampling in Language Models Itai Gat, Neta Shaul, Uriel Singer, Yaron Lipman

NeurIPS 2025 Edit Flows: Variable Length Discrete Flow Matching with Sequence-Level Edit Operations Marton Havasi, Brian Karrer, Itai Gat, Ricky T. Q. Chen

ICLR 2025 Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles Buu Phan, Brandon Amos, Itai Gat, Marton Havasi, Matthew J. Muckley, Karen Ullrich

ICLR 2025 Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective Neta Shaul, Itai Gat, Marton Havasi, Daniel Severo, Anuroop Sriram, Peter Holderrieth, Brian Karrer, Yaron Lipman, Ricky T. Q. Chen

ICLR 2025 Generator Matching: Generative Modeling with Arbitrary Markov Processes Peter Holderrieth, Marton Havasi, Jason Yim, Neta Shaul, Itai Gat, Tommi Jaakkola, Brian Karrer, Ricky T. Q. Chen, Yaron Lipman

NeurIPS 2025 Transition Matching: Scalable and Flexible Generative Modeling Neta Shaul, Uriel Singer, Itai Gat, Yaron Lipman

ICML 2024 D-Flow: Differentiating Through Flows for Controlled Generation Heli Ben-Hamu, Omri Puny, Itai Gat, Brian Karrer, Uriel Singer, Yaron Lipman

NeurIPS 2024 Discrete Flow Matching Itai Gat, Tal Remez, Neta Shaul, Felix Kreuk, Ricky T. Q. Chen, Gabriel Synnaeve, Yossi Adi, Yaron Lipman

AAAI 2024 Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation Guy Yariv, Itai Gat, Sagie Benaim, Lior Wolf, Idan Schwartz, Yossi Adi

ICMLW 2024 Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation Idan Schwartz, Guy Yariv, Itai Gat, Yossi Adi, Sagie Benaim, Lior Wolf

AAAI 2024 Layer Collaboration in the Forward-Forward Algorithm Guy Lorberbom, Itai Gat, Yossi Adi, Alexander G. Schwing, Tamir Hazan

ICLR 2024 Masked Audio Generation Using a Single Non-Autoregressive Transformer Alon Ziv, Itai Gat, Gael Le Lan, Tal Remez, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Yossi Adi

NeurIPS 2023 Simple and Controllable Music Generation Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, Gabriel Synnaeve, Yossi Adi, Alexandre Defossez

NeurIPS 2023 Textually Pretrained Speech Language Models Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Defossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi

ICML 2022 A Functional Information Perspective on Model Interpretation Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan

AAAI 2022 Latent Space Explanation by Intervention Itai Gat, Guy Lorberbom, Idan Schwartz, Tamir Hazan

NeurIPS 2022 On the Importance of Gradient Norm in PAC-Bayesian Bounds Itai Gat, Yossi Adi, Alex Schwing, Tamir Hazan

NeurIPS 2021 Perceptual Score: What Data Modalities Does Your Model Perceive? Itai Gat, Idan Schwartz, Alex Schwing

NeurIPS 2020 Removing Bias in Multi-Modal Classifiers: Regularization by Maximizing Functional Entropies Itai Gat, Idan Schwartz, Alexander Schwing, Tamir Hazan