A Survey on Machine Learning Approaches for Modelling Intuitive Physics

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A Survey on Machine Learning Approaches for Modelling Intuitive Physics

14 February 2022

Arijit Dasgupta

Cheston Tan

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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 49 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