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Chu-Yang Song

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Open access Jul 2026

Decoupled Semantic Flow Matching with Dynamic Reconstruction for Generalized Zero-Shot Learning

SemanticFlowNet is introduced, a framework based on Decoupled Semantic Flow Matching that relies on channel-wise concatenation of temporal encodings, semantic attributes, and visual contexts, which preserves the orthogonal subspaces of each modality and reduces interference.

Chu-Yang Song, Mingyi Song, Yang Liu et al. · 0 citations

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