Unsupervised Learning of Latent Physical Properties Using
Perception-Prediction Networks

Unsupervised Learning of Latent Physical Properties Using Perception-Prediction Networks

24 July 2018

Jiajun Wu

Papers citing "Unsupervised Learning of Latent Physical Properties Using Perception-Prediction Networks"

9 / 9 papers shown

Title
Learning Attentive Neural Processes for Planning with Pushing Actions Atharv Jain Seiji Shaw Nicholas Roy 160 0 0 24 Apr 2025
Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems Alejandro Castañeda Garcia Jan van Gemert Daan Brinks Nergis Tömen 38 0 0 02 Oct 2024
Fast Model-based Policy Search for Universal Policy Networks B. L. Semage Thommen George Karimpanal Santu Rana Svetha Venkatesh 24 1 0 11 Feb 2022
Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning Peter Y. Lu Samuel Kim Marin Soljacic AI4CE 22 59 0 13 Jul 2019
DensePhysNet: Learning Dense Physical Object Representations via Multi-step Dynamic Interactions Zhenjia Xu Jiajun Wu Andy Zeng J. Tenenbaum Shuran Song AI4CE 15 111 0 10 Jun 2019
Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video Miguel Jaques Michael G. Burke Timothy M. Hospedales VGen PINN 21 45 0 27 May 2019
Physical Primitive Decomposition Zhijian Liu William T. Freeman J. Tenenbaum Jiajun Wu OCL 18 28 0 13 Sep 2018
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 241 438 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 280 1,401 0 01 Dec 2016