A Survey on Machine Learning Approaches for Modelling Intuitive Physics

v1v2v3 (latest)

A Survey on Machine Learning Approaches for Modelling Intuitive Physics

14 February 2022

Arijit Dasgupta

Cheston Tan

ArXiv (abs)PDF HTML

Papers citing "A Survey on Machine Learning Approaches for Modelling Intuitive Physics"

16 / 16 papers shown

Title
VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation Hritik Bansal Clark Peng Yonatan Bitton Roman Goldenberg Aditya Grover Kai-Wei Chang EGVM VGen 97 4 0 09 Mar 2025
Interpretable Representation Learning from Videos using Nonlinear Priors Marian Longa Joao F. Henriques CML DRL 58 0 0 24 Oct 2024
Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics Junyi Cao Shanyan Guan Yanhao Ge Wei Li Xiaokang Yang Chao Ma AI4CE 87 8 0 10 Oct 2024
RoboPoint: A Vision-Language Model for Spatial Affordance Prediction for Robotics Wentao Yuan Jiafei Duan Valts Blukis Wilbert Pumacay Ranjay Krishna Adithyavairavan Murali Arsalan Mousavian Dieter Fox LM&Ro 113 67 0 15 Jun 2024
VideoPhy: Evaluating Physical Commonsense for Video Generation Hritik Bansal Zongyu Lin Tianyi Xie Zeshun Zong Michal Yarom Yonatan Bitton Chenfanfu Jiang Ningyu Zhang Kai-Wei Chang Aditya Grover EGVM VGen 112 45 0 05 Jun 2024
Transformers and Slot Encoding for Sample Efficient Physical World Modelling Francesco Petri Luigi Asprino Aldo Gangemi OCL ViT 70 0 0 30 May 2024
Learning Physical Dynamics for Object-centric Visual Prediction Hui Xu Tao Chen Feng Xu OCL 65 0 0 15 Mar 2024
Benchmarks for Physical Reasoning AI Andrew Melnik Robin Schiewer Moritz Lange Andrei Muresanu Mozhgan Saeidi Animesh Garg Helge J. Ritter 101 9 0 17 Dec 2023
I-PHYRE: Interactive Physical Reasoning Shiqian Li Ke Wu Chi Zhang Yixin Zhu LRM 89 7 0 04 Dec 2023
GRASP: A novel benchmark for evaluating language GRounding And Situated Physics understanding in multimodal language models Serwan Jassim Mario S. Holubar Annika Richter Cornelius Wolff Xenia Ohmer Elia Bruni ELM 94 14 0 15 Nov 2023
The Acquisition of Physical Knowledge in Generative Neural Networks Luca M. Schulze Buschoff Eric Schulz Marcel Binz AI4CE 51 5 0 30 Oct 2023
Force Map: Learning to Predict Contact Force Distribution from Vision Ryo Hanai Y. Domae I. Ramirez-Alpizar Bruno Leme Tetsuya Ogata OOD 25 4 0 12 Apr 2023
A Survey of Methods, Challenges and Perspectives in Causality Gaël Gendron Michael Witbrock Gillian Dobbie OOD AI4CE CML 82 13 0 01 Feb 2023
Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications Zhongkai Hao Songming Liu Yichi Zhang Chengyang Ying Yao Feng Hang Su Jun Zhu PINN AI4CE 125 99 0 15 Nov 2022
Neuro-Symbolic Learning: Principles and Applications in Ophthalmology Muhammad Hassan Haifei Guan Aikaterini Melliou Yuqi Wang Qianhui Sun ... Qi Huang Jiefu Tan Qinwang Xing Peiwu Qin Dongmei Yu NAI 104 15 0 31 Jul 2022
PIP: Physical Interaction Prediction via Mental Simulation with Span Selection Jiafei Duan Samson Yu Soujanya Poria Bihan Wen Cheston Tan 65 10 0 10 Sep 2021