Author

Miaoge Li

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Conference Open access Sep 2026

MLDA: Test-Time Multi-Level Adaptation with Dynamic Alignment for Compositional Zero-Shot Learning

MLDA is introduced, a test-time adaptation framework for CZSL that jointly derives multi-level prototypes and performs dynamic vision–language alignment and leverages optimal transport to achieve consistent matching of semantically salient information across modalities.

Miao-Ge Li, Yu Liu, Jingcai Guo · Proceedings of the Thirty-Fi... · 0 citations