Benchmarks for Physical Reasoning AI

Benchmarks for Physical Reasoning AI

17 December 2023

Andrei Muresanu

Helge J. Ritter

Papers citing "Benchmarks for Physical Reasoning AI"

14 / 14 papers shown

Title
Language-Conditioned Semantic Search-Based Policy for Robotic Manipulation Tasks Jannik Sheikh Andrew Melnik G. C. Nandi R. Haschke OffRL LM&Ro 11 3 0 10 Dec 2023
Intrinsic Physical Concepts Discovery with Object-Centric Predictive Models Qu Tang Xiangyu Zhu Zhen Lei Zhaoxiang Zhang OCL 44 7 0 03 Mar 2023
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models Ziyi Wu Nikita Dvornik Klaus Greff Thomas Kipf Animesh Garg OCL BDL 59 87 0 12 Oct 2022
On the Learning Mechanisms in Physical Reasoning Shiqian Li Ke Wu Chi Zhang Yixin Zhu AI4CE 37 13 0 05 Oct 2022
Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation Michael Chang Thomas L. Griffiths Sergey Levine OCL 44 59 0 02 Jul 2022
Unsupervised Multi-object Segmentation Using Attention and Soft-argmax Bruno Sauvalle A. de La Fortelle 3DPC 41 12 0 26 May 2022
Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space Steeven Janny Fabien Baradel Natalia Neverova M. Nadri Greg Mori Christian Wolf CML 33 15 0 01 Feb 2022
Capturing Temporal Information in a Single Frame: Channel Sampling Strategies for Action Recognition Kiyoon Kim Shreyank N. Gowda Oisin Mac Aodha Laura Sevilla-Lara 22 9 0 25 Jan 2022
OPEn: An Open-ended Physics Environment for Learning Without a Task Chuang Gan Abhishek Bhandwaldar Antonio Torralba J. Tenenbaum Phillip Isola LRM 122 4 0 13 Oct 2021
PIP: Physical Interaction Prediction via Mental Simulation with Span Selection Jiafei Duan Samson Yu Soujanya Poria B. Wen Cheston Tan 29 7 0 10 Sep 2021
Coordination Among Neural Modules Through a Shared Global Workspace Anirudh Goyal Aniket Didolkar Alex Lamb Kartikeya Badola Nan Rosemary Ke Nasim Rahaman Jonathan Binas Charles Blundell Michael C. Mozer Yoshua Bengio 144 98 0 01 Mar 2021
Unsupervised Discovery of 3D Physical Objects from Video Yilun Du Kevin A. Smith Tomer Ulman J. Tenenbaum Jiajun Wu OCL 96 36 0 24 Jul 2020
Learning Object Permanence from Video Aviv Shamsian Ofri Kleinfeld Amir Globerson Gal Chechik SSL 29 31 0 23 Mar 2020
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 201 7,816 0 13 Jun 2015