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Josh Susskind

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How Far Are We from Intelligent Visual Deductive Reasoning?

Mar 08, 2024
Yizhe Zhang, He Bai, Ruixiang Zhang, Jiatao Gu, Shuangfei Zhai, Josh Susskind, Navdeep Jaitly

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Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization

Jan 29, 2024
Yuhang Zang, Hanlin Goh, Josh Susskind, Chen Huang

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What Algorithms can Transformers Learn? A Study in Length Generalization

Oct 24, 2023
Hattie Zhou, Arwen Bradley, Etai Littwin, Noam Razin, Omid Saremi, Josh Susskind, Samy Bengio, Preetum Nakkiran

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Matryoshka Diffusion Models

Oct 23, 2023
Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Josh Susskind, Navdeep Jaitly

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Adaptivity and Modularity for Efficient Generalization Over Task Complexity

Oct 13, 2023
Samira Abnar, Omid Saremi, Laurent Dinh, Shantel Wilson, Miguel Angel Bautista, Chen Huang, Vimal Thilak, Etai Littwin, Jiatao Gu, Josh Susskind, Samy Bengio

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Generative Modeling with Phase Stochastic Bridges

Oct 13, 2023
Tianrong Chen, Jiatao Gu, Laurent Dinh, Evangelos A. Theodorou, Josh Susskind, Shuangfei Zhai

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Boolformer: Symbolic Regression of Logic Functions with Transformers

Sep 21, 2023
Stéphane d'Ascoli, Samy Bengio, Josh Susskind, Emmanuel Abbé

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Construction of Paired Knowledge Graph-Text Datasets Informed by Cyclic Evaluation

Sep 20, 2023
Ali Mousavi, Xin Zhan, He Bai, Peng Shi, Theo Rekatsinas, Benjamin Han, Yunyao Li, Jeff Pound, Josh Susskind, Natalie Schluter, Ihab Ilyas, Navdeep Jaitly

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Value function estimation using conditional diffusion models for control

Jun 09, 2023
Bogdan Mazoure, Walter Talbott, Miguel Angel Bautista, Devon Hjelm, Alexander Toshev, Josh Susskind

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BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrapping

Jun 08, 2023
Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Lingjie Liu, Josh Susskind

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