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Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise


Aug 19, 2022
Arpit Bansal, Eitan Borgnia, Hong-Min Chu, Jie S. Li, Hamid Kazemi, Furong Huang, Micah Goldblum, Jonas Geiping, Tom Goldstein


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Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy


Jul 25, 2022
Xiyao Wang, Wichayaporn Wongkamjan, Furong Huang

* 16 pages, 5 figures 

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Certifiably Robust Policy Learning against Adversarial Communication in Multi-agent Systems


Jul 02, 2022
Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, Furong Huang


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FedBC: Calibrating Global and Local Models via Federated Learning Beyond Consensus


Jun 26, 2022
Amrit Singh Bedi, Chen Fan, Alec Koppel, Anit Kumar Sahu, Brian M. Sadler, Furong Huang, Dinesh Manocha


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Transferring Fairness under Distribution Shifts via Fair Consistency Regularization


Jun 26, 2022
Bang An, Zora Che, Mucong Ding, Furong Huang


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$\texttt{FedBC}$: Calibrating Global and Local Models via Federated Learning Beyond Consensus


Jun 22, 2022
Amrit Singh Bedi, Chen Fan, Alec Koppel, Anit Kumar Sahu, Brian M. Sadler, Furong Huang, Dinesh Manocha


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Posterior Coreset Construction with Kernelized Stein Discrepancy for Model-Based Reinforcement Learning


Jun 02, 2022
Souradip Chakraborty, Amrit Singh Bedi, Alec Koppel, Brian M. Sadler, Furong Huang, Pratap Tokekar, Dinesh Manocha


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End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking


Feb 15, 2022
Arpit Bansal, Avi Schwarzschild, Eitan Borgnia, Zeyad Emam, Furong Huang, Micah Goldblum, Tom Goldstein


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Transfer RL across Observation Feature Spaces via Model-Based Regularization


Jan 01, 2022
Yanchao Sun, Ruijie Zheng, Xiyao Wang, Andrew Cohen, Furong Huang


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