C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder
Neural Information Processing System (NeurIPS), 2023.
Xiaoyu Liu, Jiaxin Yuan, Bang An, Yuancheng Xu, Yifan Yang, Furong Huang
BibTeX Xiaoyu Liu, Jiaxin Yuan, Bang An, Yuancheng Xu, Yifan Yang, Furong Huang
BibTeX
TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning
Neural Information Processing System (NeurIPS), 2023.
Ruijie Zheng, Xiyao Wang, Yanchao Sun, Shuang Ma, Jieyu Zhao, Huazhe Xu, Hal Daume, Furong Huang
BibTeX Ruijie Zheng, Xiyao Wang, Yanchao Sun, Shuang Ma, Jieyu Zhao, Huazhe Xu, Hal Daume, Furong Huang
BibTeX
Large-Scale Distributed Learning via Private On-Device LSH
Neural Information Processing System (NeurIPS), 2023.
Tahseen Rabbani, Marco Bornstein, Furong Huang
BibTeX Tahseen Rabbani, Marco Bornstein, Furong Huang
BibTeX
Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise
Neural Information Processing System (NeurIPS), 2023.
Arpit Bansal, Eitan Borgnia, Hong-Min Chu, Jie S. Li, Hamid Kazemi, Furong Huang, Micah Goldblum, Jonas Geiping, Tom Goldstein
BibTeX Arpit Bansal, Eitan Borgnia, Hong-Min Chu, Jie S. Li, Hamid Kazemi, Furong Huang, Micah Goldblum, Jonas Geiping, Tom Goldstein
BibTeX
Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy
International Conference on Machine Learning (ICML), 2023.
Xiyao Wang, Wichayaporn Wongkamjan, Furong Huang
Publisher's website
BibTeX Xiyao Wang, Wichayaporn Wongkamjan, Furong Huang
BibTeX
STEERING: Stein Information Directed Exploration for Model-Based Reinforcement Learning
International Conference on Machine Learning (ICML), 2023.
Souradip Chakraborty, Amrit Singh Bedi, Alec Koppel, Mengdi Wang, Furong Huang, Dinesh Manocha
Publisher's website
BibTeX Souradip Chakraborty, Amrit Singh Bedi, Alec Koppel, Mengdi Wang, Furong Huang, Dinesh Manocha
BibTeX
Learning Unforeseen Robustness from Out-of-distribution Data Using Equivariant Domain Translator
International Conference on Machine Learning (ICML), 2023.
Sicheng Zhu, Bang An, Furong Huang, Sanghyun Hong
BibTeX Sicheng Zhu, Bang An, Furong Huang, Sanghyun Hong
BibTeX
Certifiably Robust Multi-Agent Reinforcement Learning against Adversarial Communication
The Eleventh International Conference on Learning Representations (ICLR), 2023.
Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, Furong Huang
Publisher's website
BibTeX Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, Furong Huang
BibTeX
Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function
The Eleventh International Conference on Learning Representations (ICLR), 2023.
Ruijie Zheng, Xiyao Wang, Huazhe Xu, Furong Huang
Publisher's website
BibTeX Ruijie Zheng, Xiyao Wang, Huazhe Xu, Furong Huang
BibTeX
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication
The Eleventh International Conference on Learning Representations (ICLR), 2023.
Marco Bornstein, Tahseen Rabbani, Evan Wang, Amrit Singh Bedi, Furong Huang
Publisher's website
BibTeX Marco Bornstein, Tahseen Rabbani, Evan Wang, Amrit Singh Bedi, Furong Huang