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Poster
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Mon 7:30
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Constraining Representations Yields Models That Know What They Don't Know
Joao Monteiro · Pau Rodriguez Lopez · Pierre-André Noël · Issam Laradji · David Vazquez
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Workshop
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Fri 2:30
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Robust Visual Perception for All Domains: Domain Synthesis, Adaptation, and Generalization
Dengxin Dai
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Poster
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Wed 7:30
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Near-optimal Coresets for Robust Clustering
Lingxiao Huang · Shaofeng Jiang · Jianing Lou · Xuan Wu
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Poster
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Mon 2:30
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Why adversarial training can hurt robust accuracy
Jacob Clarysse · Julia Hörrmann · Fanny Yang
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Poster
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Mon 7:30
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Robust Scheduling with GFlowNets
David Zhang · Corrado Rainone · Markus Peschl · Roberto Bondesan
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Workshop
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Domain Generalization in Robust Invariant Representation
Gauri Gupta · Ritvik Kapila · KESHAV GUPTA · Ramesh Raskar
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Workshop
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Thu 6:50
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A Robust and Constrained Multi-Agent Reinforcement Learning Method for Electric Vehicle Rebalancing in AMoD Systems
Sihong He
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Workshop
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Thu 4:00
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Conservative Prediction via Transductive Confidence Minimization
Caroline Choi · Fahim Tajwar · Yoonho Lee · Huaxiu Yao · Ananya Kumar · Chelsea Finn
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Workshop
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MetaPhysiCa: OOD Robustness in Physics-informed Machine Learning
S Chandra Mouli · Muhammad Alam · Bruno Ribeiro
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Workshop
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Fri 9:10
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FedConceptEM: Robust Federated Learning Under Diverse Distribution Shifts
Yongxin Guo · Xiaoying Tang · Tao Lin
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Workshop
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On the impact of small-data diversity on forecasts: evidence from meteorologically-driven electricity demand in Mediterranean zones.
Reginald Bryant · Julian Kuehnert · Daniela Szwarcman · Girmaw Abebe Tadesse
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Poster
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Test-Time Robust Personalization for Federated Learning
Liangze Jiang · Tao Lin
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