Learning Multi-Object Dynamics with Compositional Neural Radiance Fields

Learning Multi-Object Dynamics with Compositional Neural Radiance Fields

24 February 2022

Yunzhu Li

Papers citing "Learning Multi-Object Dynamics with Compositional Neural Radiance Fields"

15 / 15 papers shown

Title
Dynamic Scene Understanding through Object-Centric Voxelization and Neural Rendering Yanpeng Zhao Yiwei Hao Siyu Gao Yunbo Wang Xiaokang Yang OCL 103 1 0 17 Feb 2025
BaB-ND: Long-Horizon Motion Planning with Branch-and-Bound and Neural Dynamics Keyi Shen Jiangwei Yu Huan Zhang Yunzhu Li Yunzhu Li 64 1 0 12 Dec 2024
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering Jiaxu Wang Jingkai Sun Junhao He Ziyi Zhang Qiang Zhang Mingyuan Sun Renjing Xu AI4CE 13 0 0 11 Oct 2024
Points2Plans: From Point Clouds to Long-Horizon Plans with Composable Relational Dynamics Yixuan Huang Christopher Agia Jimmy Wu Tucker Hermans Jeannette Bohg 3DPC 28 1 0 27 Aug 2024
Entity-Centric Reinforcement Learning for Object Manipulation from Pixels Dan Haramati Tal Daniel Aviv Tamar LM&Ro OffRL OCL 19 10 0 01 Apr 2024
DyST: Towards Dynamic Neural Scene Representations on Real-World Videos Maximilian Seitzer Sjoerd van Steenkiste Thomas Kipf Klaus Greff Mehdi S. M. Sajjadi VGen ViT 11 8 0 09 Oct 2023
Generating Transferable Adversarial Simulation Scenarios for Self-Driving via Neural Rendering Yasasa Abeysirigoonawardena Kevin Xie Chuhan Chen Salar Hosseini Ruiting Chen Ruiqi Wang Florian Shkurti 6 2 0 27 Sep 2023
Rendering stable features improves sampling-based localisation with Neural radiance fields Boxuan Zhang Lindsay Kleeman Michael G. Burke 8 0 0 21 Sep 2023
Learning Models as Functionals of Signed-Distance Fields for Manipulation Planning Danny Driess Jung-Su Ha Marc Toussaint Russ Tedrake 95 63 0 02 Oct 2021
Vision-Only Robot Navigation in a Neural Radiance World M. Adamkiewicz Timothy Chen Adam Caccavale Rachel Gardner Preston Culbertson Jeannette Bohg Mac Schwager 134 227 0 01 Oct 2021
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 206 860 0 10 Mar 2020
Deep Dynamics Models for Learning Dexterous Manipulation Anusha Nagabandi K. Konolige Sergey Levine Vikash Kumar 138 404 0 25 Sep 2019
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 107 302 0 11 Jun 2018
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 226 438 0 01 Dec 2016
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 252 1,394 0 01 Dec 2016