Propagation Networks for Model-Based Control Under Partial Observation

Yunzhu Li , Jiajun Wu , Jun-Yan Zhu , Joshua B Tenenbaum
arXiv: Artificial Intelligence

96
2018
Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids

Yunzhu Li , Jiajun Wu , Russ Tedrake , Joshua B Tenenbaum
arXiv: Learning

216
2018
Connecting Touch and Vision via Cross-Modal Prediction

Yunzhu Li , Jun-Yan Zhu , Russ Tedrake , Antonio Torralba
arXiv: Computer Vision and Pattern Recognition

2019
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations

Stefano Ermon , Jiaming Song , Yunzhu Li
neural information processing systems 30 3812 -3822

359
2017
CLEVRER: CoLlision Events for Video REpresentation and Reasoning

Kexin Yi , Chuang Gan , Yunzhu Li , Pushmeet Kohli
arXiv: Computer Vision and Pattern Recognition

254
2019
Learning Compositional Koopman Operators for Model-Based Control

Yunzhu Li , Hao He , Jiajun Wu , Dina Katabi
international conference on learning representations

71
2020
Visual Grounding of Learned Physical Models

Daniel Yamins , Daniel Bear , Antonio Torralba , Josh Tenenbaum
international conference on machine learning 1 5927 -5936

8
2020
Keypoints into the Future: Self-Supervised Correspondence in Model-Based Reinforcement Learning

Russ Tedrake , Lucas Manuelli , Peter R. Florence , Yunzhu Li
arXiv: Robotics

50
2020
Learning Physical Graph Representations from Visual Scenes

Li Fei-Fei , Daniel L. K. Yamins , Aran Nayebi , Daniel M. Bear
neural information processing systems 33 6027 -6039

2
2020
Causal Discovery in Physical Systems from Videos

Yunzhu Li , Antonio Torralba , Animashree Anandkumar , Dieter Fox
neural information processing systems 33 9180 -9192

61
2020
Learning human–environment interactions using conformal tactile textiles

Wojciech Matusik , Kui Wu , Antonio Torralba , Tomás Palacios
Nature Electronics 4 ( 3) 193 -201

88
2021
Face Detection with End-to-End Integration of a ConvNet and a 3D Model

Yunzhu Li , Benyuan Sun , Tianfu Wu , Yizhou Wang
european conference on computer vision 420 -436

107
2016
Diffskill: Skill abstraction from differentiable physics for deformable object manipulations with tools

Xingyu Lin , Zhiao Huang , Yunzhu Li , Joshua B Tenenbaum
arXiv preprint arXiv:2203.17275

14
2022
Planning with spatial-temporal abstraction from point clouds for deformable object manipulation

Xingyu Lin , Carl Qi , Yunchu Zhang , Zhiao Huang
Smpte Journal

2
2022
Dynamic modeling of hand-object interactions via tactile sensing

Qiang Zhang , Yunzhu Li , Yiyue Luo , Wan Shou
Smpte Journal 2874 -2881

2
2021
Reinforcement learning with neural radiance fields

Danny Driess , Ingmar Schubert , Pete Florence , Yunzhu Li
Advances in Neural Information Processing Systems 35 16931 -16945

10
2022
Voxposer: Composable 3d value maps for robotic manipulation with language models

Wenlong Huang , Chen Wang , Ruohan Zhang , Yunzhu Li
arXiv preprint arXiv:2307.05973

185
2023
The objectfolder benchmark: Multisensory learning with neural and real objects

Ruohan Gao , Yiming Dou , Hao Li , Tanmay Agarwal
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 17276 -17286

10
2023
D $^ 3$ Fields: Dynamic 3D Descriptor Fields for Zero-Shot Generalizable Robotic Manipulation

Yixuan Wang , Zhuoran Li , Mingtong Zhang , Katherine Driggs-Campbell
arXiv preprint arXiv:2309.16118

9
2023
Dynamic-resolution model learning for object pile manipulation

Yixuan Wang , Yunzhu Li , Katherine Driggs-Campbell , Li Fei-Fei
arXiv preprint arXiv:2306.16700

8
2023