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Ming-Xu Feng

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Conference Open access Sep 2026

Open-Set Test-Time Adaptation in VLMs via Noise-Immune Self-Purification

Noise-Immune Self-Purification (NISP) constructs a noise-immune fine-grained adaptation where the adapter enforces consensus-discrepancy constraints to refine coarse pseudo-labels and suppress noise propagation, and devise the Jaccard Consistency Score for OOD discrimination.

Ming-Xu Feng, Feng-Qiang Wan, Yang Yang · 0 citations

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