physical reasoning

Blocks Assemble! Learning to Assemble with Large-Scale Structured Reinforcement Learning ICML 2022 CLEVRER-Humans: Describing Physical and Causal Events the Human Way NeurIPS 2022 ComPhy: Compositional Physical Reasoning of Objects and Events from Videos ICLR 2022 CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions ACL 2022 EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022 Know Your Action Set: Learning Action Relations for Reinforcement Learning ICLR 2022 On the Learning Mechanisms in Physical Reasoning NeurIPS 2022 A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics NeurIPS 2021 Hierarchical Relational Inference AAAI 2021 Physically-Aware Generative Network for 3D Shape Modeling CVPR 2021 PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning NeurIPS 2021 ESPRIT: Explaining Solutions to Physical Reasoning Tasks ACL 2020 Visual Grounding of Learned Physical Models ICML 2020 PHYRE: A New Benchmark for Physical Reasoning NeurIPS 2019 Structured agents for physical construction ICML 2019 Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions ICLR 2018 What Action Causes This? Towards Naive Physical Action-Effect Prediction ACL 2018 Verb Physics: Relative Physical Knowledge of Actions and Objects ACL 2017 Newtonian Scene Understanding: Unfolding the Dynamics of Objects in Static Images CVPR 2016 Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition CVPR 2015 Beyond Point Clouds: Scene Understanding by Reasoning Geometry and Physics CVPR 2013