AI RESEARCH
A Systematic Analysis of Out-of-Distribution Detection Under Representation and Training Paradigm Shifts
arXiv CS.LG
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ArXi:2511.11934v3 Announce Type: replace We present a systematic benchmark of out-of-distribution (OOD) detection CSFs through a representation-centric lens. Our study spans CNN and ViT backbones, multiple