Introduces the OACIR task requiring instance-level consistency via bounding-box anchors, a 160K real-world benchmark OACIRR, and the AdaFocal framework that adaptively focuses attention on the anchored region.
Image retrieval on real-life images with pre- trained vision-and-language models
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Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval
Introduces the OACIR task requiring instance-level consistency via bounding-box anchors, a 160K real-world benchmark OACIRR, and the AdaFocal framework that adaptively focuses attention on the anchored region.