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Poster
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Thu 16:30
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TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
Thibault Simonetto · Salah GHAMIZI · Maxime Cordy
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Poster
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Fri 16:30
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Relating Hopfield Networks to Episodic Control
Hugo Chateau-Laurent · Frederic Alexandre
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Poster
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Fri 16:30
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Nuclear Norm Regularization for Deep Learning
Christopher Scarvelis · Justin Solomon
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Workshop
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A theoretical study of the -smoothness condition in deep learning
Y Cooper
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Poster
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Wed 11:00
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SAM-Guided Masked Token Prediction for 3D Scene Understanding
Zhimin Chen · Liang Yang · Yingwei Li · Longlong Jing · Bing Li
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Poster
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Fri 11:00
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On Sampling Strategies for Spectral Model Sharding
Denis Korzhenkov · Christos Louizos
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Poster
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Wed 16:30
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Neural Combinatorial Optimization for Robust Routing Problem with Uncertain Travel Times
Pei Xiao · Zizhen Zhang · Jinbiao Chen · Jiahai Wang · Zhenzhen Zhang
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Poster
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Wed 16:30
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Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis
Rachel S.Y. Teo · Tan Nguyen
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Poster
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Wed 11:00
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Real-Time Recurrent Learning using Trace Units in Reinforcement Learning
Esraa Elelimy · Adam White · Michael Bowling · Martha White
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Poster
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Thu 16:30
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Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
Shiyu Xia · Yuankun Zu · Xu Yang · Xin Geng
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Poster
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Wed 16:30
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Neural Isometries: Taming Transformations for Equivariant ML
Thomas Mitchel · Michael Taylor · Vincent Sitzmann
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Poster
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Fri 11:00
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MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts
Rachel S.Y. Teo · Tan Nguyen
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