Arijit Dasgupta — accepted AI-conference papers

2026

GenMatter: Perceiving Physical Objects with Generative Matter Models

Eric Li, Arijit Dasgupta, Yoni Friedman, Mathieu Huot, Vikash Mansinghka, Thomas O'Connell +2

CVPR 2026

Human visual perception offers valuable insights for understanding computational principles of motion-based scene interpretation. Humans robustly detect and segment moving entities that constitute independently moveable chunks of matter, whether observing sparse moving dots, textured surfaces, or na

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2022

A Survey on Machine Learning Approaches for Modelling Intuitive Physics

Jiafei Duan, Arijit Dasgupta, Jason Fischer, Cheston Tan

IJCAI 2022poster

Research in cognitive science has provided extensive evidence of human cognitive ability in performing physical reasoning of objects from noisy perceptual inputs. Such a cognitive ability is commonly known as intuitive physics. With advancements in deep learning, there is an increasing interest in b…

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