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Home/Authors/Soumava Paul

Soumava Paul

1 indexed paper

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26

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Vision×1

Frequent co-authors

Sebastian Cavada1×
Tuan-Hung Vu1×
Andrei Bursuc1×
Raoul de Charette1×

Research Timeline

2026
NewtPhys: Do Foundation Models Understand Newtonian Physics?

The paper introduces NewtPhys, a novel 4D dataset of real-world scenes with dense physical annotations, to systematically evaluate and reveal the limitations of foundation models in low-level Newtonian physics understanding.

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Papers

cs.CVRecentJun 2, 2026

NewtPhys: Do Foundation Models Understand Newtonian Physics?

Sebastian Cavada, Soumava Paul, Tuan-Hung Vu, Andrei Bursuc +1 more

The paper introduces NewtPhys, a novel 4D dataset of real-world scenes with dense physical annotations, to systematically evaluate and reveal the limitations of foundation models in low-level Newtonia…

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