DecQ: Detail-Condensing Queries for Enhanced Reconstruction and Generation in Representation Autoencoders

DecQ framework addresses the trade-off in Representation Autoencoders between frozen vision foundation models' semantic fidelity and spatial reconstruction capacity by incorporating detail-condensing queries.