ComPhy: Compositional Physical Reasoning of Objects and Events from VideosZhenfang ChenKexin Yiet al.2022ICLR 2022
Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and LanguageMingyu DingZhenfang Chenet al.2021NeurIPS 2021
Grounding Physical Object and Event Concepts Through Dynamic Visual ReasoningZhenfang ChenJiayuan Maoet al.2021ICLR 2021
GENOME: Generative Neuro-Symbolic Visual Reasoning by Growing and Reusing ModulesZhenfang ChenRui Sunet al.2024ICLR 2024
Visual Chain-of-Thought Prompting for Knowledge-based Visual ReasoningZhenfang ChenQinhong Zhouet al.2024AAAI 2024
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human SupervisionZhiqing SunYikang Shenet al.2023NeurIPS 2023
Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical PropertiesHsiao-yu TungMingyu Dinget al.2023NeurIPS 2023
S3-NeRF: Neural Reflectance Field from Shading and Shadow under a Single ViewpointWenqi YangGuanying Chenet al.2022NeurIPS 2022