firstbacksecondback
28 Results
|
Poster
|
Wed 15:00 |
Multiplication-Free Transformer Training via Piecewise Affine Operations Atli Kosson · Martin Jaggi |
|
|
Poster
|
Wed 8:45 |
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning Di Luo · Jiayu Shen · Rumen Dangovski · Marin Soljacic |
|
|
Workshop
|
Seismic hazard analysis with a Factorized Fourier Neural Operator (F-FNO) surrogate model enhanced by transfer learning Fanny Lehmann · Filippo Gatti · Michaël Bertin · Didier Clouteau |
||
|
Poster
|
Wed 8:45 |
ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks Jongseok Park · Kyungmin Bin · Gibum Park · Sangtae Ha · Kyunghan Lee |
|
|
Poster
|
Tue 8:45 |
Operator Learning with Neural Fields: Tackling PDEs on General Geometries Louis Serrano · Lise Le Boudec · Armand Kassaï Koupaï · Thomas X Wang · Yuan Yin · Jean-Noël Vittaut · Patrick Gallinari |
|
|
Poster
|
Tue 15:15 |
Implicit Transfer Operator Learning: Multiple Time-Resolution Models for Molecular Dynamics Mathias Schreiner · Ole Winther · Simon Olsson |
|
|
Poster
|
Wed 15:00 |
Expert load matters: operating networks at high accuracy and low manual effort Sara Sangalli · Ertunc Erdil · Ender Konukoglu |
|
|
Poster
|
Wed 15:00 |
DeepPCR: Parallelizing Sequential Operations in Neural Networks Federico Danieli · Miguel Sarabia · Xavier Suau Cuadros · Pau Rodriguez · Luca Zappella |
|
|
Poster
|
Tue 8:45 |
Sharp Spectral Rates for Koopman Operator Learning Vladimir Kostic · Karim Lounici · Pietro Novelli · Massimiliano Pontil |
|
|
Poster
|
Tue 15:15 |
Deep learning with kernels through RKHM and the Perron-Frobenius operator Yuka Hashimoto · Masahiro Ikeda · Hachem Kadri |
|
|
Poster
|
Thu 15:00 |
Deep Equilibrium Based Neural Operators for Steady-State PDEs Tanya Marwah · Ashwini Pokle · J. Zico Kolter · Zachary Lipton · Jianfeng Lu · Andrej Risteski |
|
|
Poster
|
Wed 8:45 |
Estimating Koopman operators with sketching to provably learn large scale dynamical systems Giacomo Meanti · Antoine Chatalic · Vladimir Kostic · Pietro Novelli · Massimiliano Pontil · Lorenzo Rosasco |