physical reasoning

Benchmarking Single-Factor Physical Video-to-Audio Generation CVPR 2026 DeepPhy: Benchmarking Agentic VLMs on Physical Reasoning AAAI 2026 IPR-1: Interactive Physical Reasoner CVPR 2026 PAVAS: Physics-Aware Video-to-Audio Synthesis CVPR 2026 PhyCritic: Multimodal Critic Models for Physical AI CVPR 2026 PhyPlan: Learning to Plan Tasks with Generalizable and Rapid Physical Reasoning for Embodied Manipulation AAAI 2026 QUANTIPHY: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models CVPR 2026 SIMPACT: Simulation-Enabled Action Planning using Vision-Language Models CVPR 2026 Unlocking the Power of Large Multimodal Models for Robot Learning: Robustness, Generalization, and Opportunities AAAI 2026 L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects NAACL 2025 NovPhy: A Physical Reasoning Benchmark for Open-World AI Systems Author Links Open Overlay Panel (Abstract Reprint) IJCAI 2025 Physics Context Builders: A Modular Framework for Physical Reasoning in Vision-Language Models ICCV 2025 PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability CVPR 2025 Reflective Planning: Vision-Language Models for Multi-Stage Long-Horizon Robotic Manipulation CoRL 2025 I-PHYRE: Interactive Physical Reasoning ICLR 2024 MacGyver: Are Large Language Models Creative Problem Solvers? NAACL 2024 Octopi: Object Property Reasoning with Large Tactile-Language Models RSS 2024 Can Neural Networks Learn Implicit Logic from Physical Reasoning? ICLR 2023 Mind's Eye: Grounded Language Model Reasoning through Simulation ICLR 2023 NEWTON: Are Large Language Models Capable of Physical Reasoning? EMNLP 2023 Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical Properties NeurIPS 2023 POSQA: Probe the World Models of LLMs with Size Comparisons EMNLP 2023 RETRACTED: McOmet: Multimodal Fusion Transformer for Physical Audiovisual Commonsense Reasoning AAAI 2023 Towards Learning Geometric Eigen-Lengths Crucial for Fitting Tasks ICML 2023 A Survey on Machine Learning Approaches for Modelling Intuitive Physics IJCAI 2022