Pankaj Nathani

Controlling Embedding Spaces with Text-Conditioned Transformations

This work proposes a text-conditioned transformation of visual embeddings that makes such attributes explicitly accessible and provides a unified and efficient framework for controlling embedding spaces, demonstrating state-of-the-art performance across both attribute-based retrieval and multi-attribute organization ta...