Browsing KINDI Center for Computing Research by Subject "Adaptive Hierarchical Graph Cut"

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    • Adaptive Hierarchical Graph Cut for Multi-granularity Out-of-distribution Detection 

      Fang, Xiang; Easwaran, Arvind; Genest, Blaise; Suganthan, Ponnuthurai Nagaratnam ( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2025 , Article)
      This paper focuses on a significant yet challenging task: out-of-distribution detection (OOD detection), which aims to distinguish and reject test samples with semantic shifts, so as to prevent models trained on in-distribution ...