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Workshop
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Sat 16:00
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A data-centric view on reliable generalization: From ImageNet to LAION-5B
Ludwig Schmidt
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Workshop
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Fri 12:30
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The Domain Generalization Issue in Data-Based Dynamical Models - Patrick Gallinari
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Workshop
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How important are specialized transforms in Neural Operators?
Ritam Majumdar · Shirish Karande · Lovekesh Vig
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Workshop
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Predictive Modeling of Engine-out Emissions using a Combination of Computational Fluid Dynamics and Machine Learning
Alok Warey · Jian Gao · Ronald Grover
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Workshop
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Differentiable Tree Operations Promote Compositional Generalization
Paul Soulos · Edward Hu · Kate McCurdy · Yunmo Chen · Roland Fernandez · Paul Smolensky · Jianfeng Gao
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Workshop
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Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations
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Workshop
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Context-Aware Self-Adaptation for Domain Generalization
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Poster
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Tue 17:00
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Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks
Xu Chu · Yujie Jin · Xin Wang · Shanghang Zhang · Yasha Wang · Wenwu Zhu · Hong Mei
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Tutorial
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Mon 19:00
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Recent Advances in the Generalization Theory of Neural Networks *
Tengyu Ma · Alex Damian
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Poster
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Wed 14:00
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Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization
Jungwuk Park · Dong-Jun Han · Soyeong Kim · Jaekyun Moon
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