Hao-Yu Ma

Hierarchical Token Learning with Discriminative Training for Generative Text-to-Image Retrieval

Generative retrieval reformulates text-to-image retrieval as autoregressive generation of discrete image tokens, offering a promising alternative to conventional dense-retrieval paradigms. However, existing approaches typically quantize a single global visual representation, struggling to capture the hierarchical seman...