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26 Results
Poster
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Wed 9:00 |
Neural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics Cristopher Salvi · Maud Lemercier · Andris Gerasimovics |
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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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Workshop
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Fourier Continuation for Exact Derivative Computation in Physics-Informed Neural Operators Haydn Maust · Zongyi Li · Yixuan Wang · Anima Anandkumar |
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Workshop
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Fast Sampling of Diffusion Models via Operator Learning Hongkai Zheng · Weili Nie · Arash Vahdat · Kamyar Azizzadenesheli · Anima Anandkumar |
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Poster
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Thu 14:00 |
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation Jiaqi Gu · Zhengqi Gao · Chenghao Feng · Hanqing Zhu · Ray Chen · Duane Boning · David Pan |
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Workshop
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Incremental Fourier Neural Operator Jiawei Zhao · Robert Joseph George · Yifei Zhang · Zongyi Li · Anima Anandkumar |
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Poster
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Tue 9:00 |
Operator Splitting Value Iteration Amin Rakhsha · Andrew Wang · Mohammad Ghavamzadeh · Amir-massoud Farahmand |
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Poster
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Wed 9:00 |
Local Identifiability of Deep ReLU Neural Networks: the Theory Joachim Bona-Pellissier · François Malgouyres · Francois Bachoc |
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Poster
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Thu 9:00 |
Improved Differential Privacy for SGD via Optimal Private Linear Operators on Adaptive Streams Sergey Denisov · H. Brendan McMahan · John Rush · Adam Smith · Abhradeep Guha Thakurta |
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Workshop
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Data-driven Acceleration of Quantum Optimization and Machine Learning via Koopman Operator Learning Di Luo · Jiayu Shen · Rumen Dangovski · Marin Soljacic |
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Poster
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Wed 14:00 |
On Non-Linear operators for Geometric Deep Learning Grégoire Sergeant-Perthuis · Jakob Maier · Joan Bruna · Edouard Oyallon |
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Affinity Workshop
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Pre-operative glioma grade prediction from multi-modal MR images based on an ensemble of deep learning models Abdela Ahmed Mossa · Ulus Cevik · Mohammed Hussen Billal |