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Workshop
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Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization
Yinbin Han · Meisam Razaviyayn · Renyuan Xu
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Poster
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Wed 15:00
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Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex
Drew Linsley · Ivan F Rodriguez Rodriguez · Thomas FEL · Michael Arcaro · Saloni Sharma · Margaret Livingstone · Thomas Serre
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Poster
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Wed 15:00
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Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives
Yahong Yang · Haizhao Yang · Yang Xiang
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Poster
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Tue 15:15
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On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective
Mathieu Serrurier · Franck Mamalet · Thomas FEL · Louis Béthune · Louis Béthune · Thibaut Boissin
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Workshop
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What Improves the Generalization of Graph Transformer? A Theoretical Dive into Self-attention and Positional Encoding
Hongkang Li · Meng Wang · Tengfei Ma · Sijia Liu · ZAIXI ZHANG · Pin-Yu Chen
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Workshop
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Multibasis Encodings in Recurrent Neural Network Wave Functions for Variational Optimization
Wirawat Kokaew
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Poster
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Thu 8:45
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How Does Adaptive Optimization Impact Local Neural Network Geometry?
Kaiqi Jiang · Dhruv Malik · Yuanzhi Li
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Workshop
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On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective
Mathieu Serrurier · Franck Mamalet · Thomas FEL · Louis Béthune · Thibaut Boissin
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Workshop
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JETLOV: Enhancing Jet Tree Tagging through Neural Network Learning of Optimal LundNet Variables
Giorgio Cerro
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Workshop
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Computing high-dimensional optimal transport by flow neural networks
Chen Xu · Xiuyuan Cheng · Yao Xie
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Poster
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Wed 15:00
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Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks
Ziyi Huang · Henry Lam · Haofeng Zhang
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Poster
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Thu 15:00
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Optimal approximation using complex-valued neural networks
Paul Geuchen · Felix Voigtlaender
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