conftrace_

Itai Gat

20 papers · 2020–2025 · 7 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (6) 🏃 Academic Marathon (5)
🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (5) 🧭 Keyword Pioneer 🏆 Grand Slam 👑 Triple Crown 🤝 Dynamic Duo (10) 🔥 Unstoppable (6) 💎 Century Club (20) Prolific Year (5) 🗃️ Keyword Collector (72) The Questioner (3)

Conferences

NIPS (6) ICLR (4) AAAI (3) ACL (2) ICML (2) INTERSPEECH (2) IJCNLP (1)

Papers

Generator Matching: Generative modeling with arbitrary Markov processes ICLR 2025 Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles ICLR 2025 Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective ICLR 2025 Discrete Flow Matching NIPS 2024 Layer Collaboration in the Forward-Forward Algorithm AAAI 2024 Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation AAAI 2024 D-Flow: Differentiating through Flows for Controlled Generation ICML 2024 Masked Audio Generation using a Single Non-Autoregressive Transformer ICLR 2024 Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation INTERSPEECH 2023 Simple and Controllable Music Generation NIPS 2023 Textually Pretrained Speech Language Models NIPS 2023 Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling ACL 2023 Expresso: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis INTERSPEECH 2023 Latent Space Explanation by Intervention AAAI 2022 On the Importance of Gradient Norm in PAC-Bayesian Bounds NIPS 2022 A Functional Information Perspective on Model Interpretation ICML 2022 Perceptual Score: What Data Modalities Does Your Model Perceive? NIPS 2021 Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions IJCNLP 2021 Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions ACL 2021 Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies NIPS 2020