Publications

You are viewing in chronological order, alternatively, you can check out my Google Scholar page for the most updated list.

“A Survey on Machine Learning Approaches for Modelling Intuitive Physics

ArXiv Preprint (Under Review for IJCAI Survey Track)

Authors: Jiafei Duan*, Arijit Dasgupta*, Jason Fischer, Cheston Tan

[Paper]

“PIP: Physical Interaction Prediction via Mental Simulation with Span Selection”

ArXiv Preprint

Authors: Jiafei Duan*, Samson Yu*, Soujanya Poria, Bihan Wen, Cheston Tan

[Paper]

“A Benchmark for Modeling Violation-of-Expectation in Physical Reasoning Across Event Categories ”

ArXiv Preprint

Authors: Arijit Dasgupta, Jiafei Duan, Marcelo H Ang Jr, Yi Lin, Su-hua Wang, Renée Baillargeon, Cheston Tan

[Paper]

“AVoE: A Synthetic 3D Dataset on Understanding Violation of Expectation for Artificial Cognition ”

[NeurIPS 2021 Physical Reasoning and Inductive Bias Workshop (Spotlight Paper)]

Authors: Arijit Dasgupta, Jiafei Duan, Marcelo H.Ang Jr, Cheston Tan

[Paper] [Code] [Video]

“SPACE: A Simulator for Physical Interactions and Causal Learning in 3D Environments ”

[ICCV2021, Simulation Technology for Embodied AI Workshop (Spotlight Paper)]

Authors: Jiafei Duan, Samson Yu, Cheston Tan

[Paper] [Code] [Video] [Website]

“A Survey of Embodied AI: From Simulators to Research Tasks.”

[IEEE Transactions on Emerging Topics in Computational Intelligence (Journal)]

Authors: Jiafei Duan, Samson Yu, Tan Hui Li, Hongyuan Zhu, Cheston Tan

[Paper]

“ActioNet: An Interactive End-to-End Platform for Tasked-Based Data Collection and Augmentation in 3D Environment.”

[ICIP 2020, Oral Presentation (Conference paper)]

Authors: Jiafei Duan, Samson Yu, Tan Hui Li, Cheston Tan

[Paper] [Code] [Video][Website]

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