InfZSL generates unlimited LLM-based visual concepts for each class, selects transferable and discriminative ones via a concept-entropy ranking, and builds interpretable class embeddings that improve zero-shot recognition on three benchmarks.
Hsva: Hierarchical semantic-visual adaptation for zero-shot learning
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Interpretable Zero-shot Learning with Infinite Class Concepts
InfZSL generates unlimited LLM-based visual concepts for each class, selects transferable and discriminative ones via a concept-entropy ranking, and builds interpretable class embeddings that improve zero-shot recognition on three benchmarks.