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69 Results
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Poster
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Thu 9:00 |
Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation Hengguan Huang · Xiangming Gu · Hao Wang · Chang Xiao · Hongfu Liu · Ye Wang |
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Workshop
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Continuous PDE Dynamics Forecasting with Implicit Neural Representations Yuan Yin · Matthieu Kirchmeyer · Jean-Yves Franceschi · Alain Rakotomamonjy · Patrick Gallinari |
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Poster
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Tue 14:00 |
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu |
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Poster
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Learning Physical Dynamics with Subequivariant Graph Neural Networks Jiaqi Han · Wenbing Huang · Hengbo Ma · Jiachen Li · Josh Tenenbaum · Chuang Gan |
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Poster
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Wed 9:00 |
Transform Once: Efficient Operator Learning in Frequency Domain Michael Poli · Stefano Massaroli · Federico Berto · Jinkyoo Park · Tri Dao · Christopher Ré · Stefano Ermon |
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Poster
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Wed 9:00 |
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior James Gardner · Bernhard Egger · William Smith |
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Affinity Workshop
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Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics Noga Mudrik · Yenho Chen · Eva Yezerets · Christopher Rozell · Adam Charles |
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Poster
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Wed 14:00 |
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions Florent Bonnet · Jocelyn Mazari · Paola Cinnella · Patrick Gallinari |
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Poster
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Wed 9:00 |
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations Steffen Schotthöfer · Emanuele Zangrando · Jonas Kusch · Gianluca Ceruti · Francesco Tudisco |