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Stefano Ermon

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Concrete Score Matching: Generalized Score Matching for Discrete Data

Nov 02, 2022
Chenlin Meng, Kristy Choi, Jiaming Song, Stefano Ermon

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LMPriors: Pre-Trained Language Models as Task-Specific Priors

Oct 22, 2022
Kristy Choi, Chris Cundy, Sanjari Srivastava, Stefano Ermon

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Regularizing Score-based Models with Score Fokker-Planck Equations

Oct 09, 2022
Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon

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Exploration via Planning for Information about the Optimal Trajectory

Oct 06, 2022
Viraj Mehta, Ian Char, Joseph Abbate, Rory Conlin, Mark D. Boyer, Stefano Ermon, Jeff Schneider, Willie Neiswanger

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On Distillation of Guided Diffusion Models

Oct 06, 2022
Chenlin Meng, Ruiqi Gao, Diederik P. Kingma, Stefano Ermon, Jonathan Ho, Tim Salimans

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Generalizing Bayesian Optimization with Decision-theoretic Entropies

Oct 04, 2022
Willie Neiswanger, Lantao Yu, Shengjia Zhao, Chenlin Meng, Stefano Ermon

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Towards General-Purpose Representation Learning of Polygonal Geometries

Sep 29, 2022
Gengchen Mai, Chiyu Jiang, Weiwei Sun, Rui Zhu, Yao Xuan, Ling Cai, Krzysztof Janowicz, Stefano Ermon, Ni Lao

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ButterflyFlow: Building Invertible Layers with Butterfly Matrices

Sep 28, 2022
Chenlin Meng, Linqi Zhou, Kristy Choi, Tri Dao, Stefano Ermon

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JPEG Artifact Correction using Denoising Diffusion Restoration Models

Sep 23, 2022
Bahjat Kawar, Jiaming Song, Stefano Ermon, Michael Elad

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Improving Self-Supervised Learning by Characterizing Idealized Representations

Sep 13, 2022
Yann Dubois, Tatsunori Hashimoto, Stefano Ermon, Percy Liang

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