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Fei Sha

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DySLIM: Dynamics Stable Learning by Invariant Measure for Chaotic Systems

Feb 06, 2024
Yair Schiff, Zhong Yi Wan, Jeffrey B. Parker, Stephan Hoyer, Volodymyr Kuleshov, Fei Sha, Leonardo Zepeda-Núñez

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A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models

Nov 01, 2023
Tiwalayo Eisape, MH Tessler, Ishita Dasgupta, Fei Sha, Sjoerd van Steenkiste, Tal Linzen

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The Impact of Depth and Width on Transformer Language Model Generalization

Oct 30, 2023
Jackson Petty, Sjoerd van Steenkiste, Ishita Dasgupta, Fei Sha, Dan Garrette, Tal Linzen

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WeatherBench 2: A benchmark for the next generation of data-driven global weather models

Aug 29, 2023
Stephan Rasp, Stephan Hoyer, Alexander Merose, Ian Langmore, Peter Battaglia, Tyler Russel, Alvaro Sanchez-Gonzalez, Vivian Yang, Rob Carver, Shreya Agrawal, Matthew Chantry, Zied Ben Bouallegue, Peter Dueben, Carla Bromberg, Jared Sisk, Luke Barrington, Aaron Bell, Fei Sha

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SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models

Jun 24, 2023
Lizao Li, Rob Carver, Ignacio Lopez-Gomez, Fei Sha, John Anderson

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Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories

Jun 15, 2023
Thomas Mensink, Jasper Uijlings, Lluis Castrejon, Arushi Goel, Felipe Cadar, Howard Zhou, Fei Sha, André Araujo, Vittorio Ferrari

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User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems

Jun 13, 2023
Marc Finzi, Anudhyan Boral, Andrew Gordon Wilson, Fei Sha, Leonardo Zepeda-Núñez

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Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations

Jun 01, 2023
Anudhyan Boral, Zhong Yi Wan, Leonardo Zepeda-Núñez, James Lottes, Qing Wang, Yi-fan Chen, John Roberts Anderson, Fei Sha

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Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models

May 24, 2023
Zhong Yi Wan, Ricardo Baptista, Yi-fan Chen, John Anderson, Anudhyan Boral, Fei Sha, Leonardo Zepeda-Núñez

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V2Meow: Meowing to the Visual Beat via Music Generation

May 11, 2023
Kun Su, Judith Yue Li, Qingqing Huang, Dima Kuzmin, Joonseok Lee, Chris Donahue, Fei Sha, Aren Jansen, Yu Wang, Mauro Verzetti, Timo I. Denk

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