MOODv2: Masked Image Modeling for Out-of-Distribution Detection
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DOI: 10.1109/tpami.2024.3412004
Abstract: The crux of effective out-of-distribution (OOD) detection lies in acquiring a robust in-distribution (ID) representation, distinct from OOD samples. While previous methods predominantly leaned on recognition-based techniques for this purpose, they often resulted in shortcut… read more here.
Keywords: detection; score functions; image modeling; distribution ... See more keywords