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26 Results

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Poster
Wed 9:00 Neural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics
Cristopher Salvi · Maud Lemercier · Andris Gerasimovics
Poster
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
Workshop
Fourier Continuation for Exact Derivative Computation in Physics-Informed Neural Operators
Haydn Maust · Zongyi Li · Yixuan Wang · Anima Anandkumar
Workshop
Fast Sampling of Diffusion Models via Operator Learning
Hongkai Zheng · Weili Nie · Arash Vahdat · Kamyar Azizzadenesheli · Anima Anandkumar
Poster
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
Workshop
Incremental Fourier Neural Operator
Jiawei Zhao · Robert Joseph George · Yifei Zhang · Zongyi Li · Anima Anandkumar
Poster
Tue 9:00 Operator Splitting Value Iteration
Amin Rakhsha · Andrew Wang · Mohammad Ghavamzadeh · Amir-massoud Farahmand
Poster
Wed 9:00 Local Identifiability of Deep ReLU Neural Networks: the Theory
Joachim Bona-Pellissier · François Malgouyres · Francois Bachoc
Poster
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
Workshop
Data-driven Acceleration of Quantum Optimization and Machine Learning via Koopman Operator Learning
Di Luo · Jiayu Shen · Rumen Dangovski · Marin Soljacic
Poster
Wed 14:00 On Non-Linear operators for Geometric Deep Learning
Grégoire Sergeant-Perthuis · Jakob Maier · Joan Bruna · Edouard Oyallon
Affinity Workshop
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