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Poster
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Wed 11:00
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Bridging OOD Detection and Generalization: A Graph-Theoretic View
Han Wang · Sharon Li
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Poster
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Fri 16:30
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WeiPer: OOD Detection using Weight Perturbations of Class Projections
Maximilian Granz · Manuel Heurich · Tim Landgraf
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Poster
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Wed 11:00
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Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild
Jianan Yang · Chenchao Gao · Zhiqing Xiao · Junbo Zhao · Sai Wu · Gang Chen · Haobo Wang
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Poster
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Fri 16:30
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Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts
Anna Mészáros · Szilvia Ujváry · Wieland Brendel · Patrik Reizinger · Ferenc Huszar
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Poster
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Fri 16:30
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Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection
Saehyung Lee · Jisoo Mok · Sangha Park · Yongho Shin · Dahuin Jung · Sungroh Yoon
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Poster
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Thu 11:00
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What If the Input is Expanded in OOD Detection?
Boxuan Zhang · Jianing Zhu · Zengmao Wang · Tongliang Liu · Bo Du · Bo Han
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Poster
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Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization
Chengtao Jian · Kai Yang · Yang Jiao
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Poster
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Thu 11:00
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Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression
Yixiu Mao · Qi Wang · Chen Chen · Yun Qu · Xiangyang Ji
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Poster
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AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models
Yabin Zhang · Lei Zhang
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Poster
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Wed 16:30
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Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models
Mengyuan Chen · Junyu Gao · Changsheng Xu
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Poster
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Thu 16:30
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Transformation-Invariant Learning and Theoretical Guarantees for OOD Generalization
Omar Montasser · Han Shao · Emmanuel Abbe
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Workshop
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Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD Prompts
Anna Mészáros · Szilvia Ujváry · Wieland Brendel · Patrik Reizinger · Ferenc Huszar
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