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Siamak Ravanbakhsh

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E(3)-Equivariant Mesh Neural Networks

Feb 19, 2024
Thuan Trang, Nhat Khang Ngo, Daniel Levy, Thieu N. Vo, Siamak Ravanbakhsh, Truong Son Hy

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Iterated Denoising Energy Matching for Sampling from Boltzmann Densities

Feb 09, 2024
Tara Akhound-Sadegh, Jarrid Rector-Brooks, Avishek Joey Bose, Sarthak Mittal, Pablo Lemos, Cheng-Hao Liu, Marcin Sendera, Siamak Ravanbakhsh, Gauthier Gidel, Yoshua Bengio, Nikolay Malkin, Alexander Tong

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Symmetry Breaking and Equivariant Neural Networks

Dec 14, 2023
Sékou-Oumar Kaba, Siamak Ravanbakhsh

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Lie Point Symmetry and Physics Informed Networks

Nov 07, 2023
Tara Akhound-Sadegh, Laurence Perreault-Levasseur, Johannes Brandstetter, Max Welling, Siamak Ravanbakhsh

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Weight-Sharing Regularization

Nov 06, 2023
Mehran Shakerinava, Motahareh Sohrabi, Siamak Ravanbakhsh, Simon Lacoste-Julien

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Learning to Reach Goals via Diffusion

Oct 04, 2023
Vineet Jain, Siamak Ravanbakhsh

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Equivariant Adaptation of Large Pre-Trained Models

Oct 02, 2023
Arnab Kumar Mondal, Siba Smarak Panigrahi, Sékou-Oumar Kaba, Sai Rajeswar, Siamak Ravanbakhsh

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Using Multiple Vector Channels Improves E(n)-Equivariant Graph Neural Networks

Sep 06, 2023
Daniel Levy, Sékou-Oumar Kaba, Carmelo Gonzales, Santiago Miret, Siamak Ravanbakhsh

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Efficient Dynamics Modeling in Interactive Environments with Koopman Theory

Jul 12, 2023
Arnab Kumar Mondal, Siba Smarak Panigrahi, Sai Rajeswar, Kaleem Siddiqi, Siamak Ravanbakhsh

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