Presentation
Nested Attention: Semantic-aware Attention Values for Concept Personalization
DescriptionThis paper introduces Nested Attention, a mechanism that improves text-to-image personalization by injecting query-dependent subject features into cross-attention layers, achieving strong identity preservation and prompt alignment. The method maintains the model’s prior, enabling multi-subject generation across diverse domains.
Event Type
Technical Paper
TimeMonday, 11 August 20259:20am - 9:30am PDT
LocationWest Building, Rooms 118-120
ACM Digital Library
Journal Papers' PDFs
Conference Papers' PDFs
Conference Papers' PDFs
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Monday, 11 August 20259:00am - 10:30am PDTWest Building, Rooms 118-120
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