CigTime: Corrective Instruction Generation Through Inverse Motion Editing
Qihang Fang, Chengcheng Tang, Bugra Tekin, Yanchao Yang
NeurIPS 2024
arXiv/code/project page
Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation
Qingwen Bu*, Jia Zeng*, Li Chen*, Yanchao Yang†, Guyue Zhou, Junchi Yan, Ping Luo, Heming Cui, Yi Ma, Hongyang Li†
NeurIPS 2024
arXiv/code/project page
MaxMI: A Maximal Mutual Information Criterion for Manipulation Concept Discovery
Pei Zhou, Yanchao Yang
ECCV 2024 Oral
arXiv/code/project page
InfoNorm: Mutual Information Shaping of Normals for Sparse-View Reconstruction
Xulong Wang*, Siyan Dong*, Youyi Zheng, Yanchao Yang
ECCV 2024
arXiv/code/project page
SG-NeRF: Neural Surface Reconstruction with Scene Graph Optimization
Yiyang Chen*, Siyan Dong*, Xulong Wang, Lulu Cai, Youyi Zheng, Yanchao Yang
ECCV 2024
arXiv/code/project page
DISCO: Embodied Navigation and Interaction via Differentiable Scene Semantics and Dual-level Control
Xinyu Xu, Shengcheng Luo, Yanchao Yang, Yong-Lu Li, Cewu Lu
ECCV 2024
arXiv/code/project page
Revisit Human-Scene Interaction via Space Occupancy
Xinpeng Liu, Haowen Hou, Yanchao Yang, Yong-Lu Li, Cewu Lu
ECCV 2024
arXiv/code/project page
InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization
Zhengyang Hu, Song Kang, Qunsong Zeng, Kaibin Huang, Yanchao Yang
ICML 2024 Oral
arXiv/code/project page
InfoCon: Concept Discovery with Generative and Discriminative Informativeness
Ruizhe Liu, Qian Luo, Yanchao Yang
ICLR 2024
arXiv/code/project page
Text2Reward: Reward Shaping with Language Models for Reinforcement Learning
Tianbao Xie, Siheng Zhao, Chen Henry Wu, Yitao Liu, Qian Luo, Victor Zhong, Yanchao Yang†, Tao Yu†
ICLR 2024 Spotlight
arXiv/code/project page