Nested Attention replaces a subject token's cross-attention value with a query-dependent value computed by an inner attention layer over image tokens, improving identity preservation and prompt adherence.
Cross-image attention for zero- shot appearance transfer, 2023
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Nested Attention: Semantic-aware Attention Values for Concept Personalization
Nested Attention replaces a subject token's cross-attention value with a query-dependent value computed by an inner attention layer over image tokens, improving identity preservation and prompt adherence.