Yujia Cai

Hystar: Hypernetwork-driven Style-adaptive Retrieval via Dynamic SVD Modulation

Query-based image retrieval (QBIR) requires retrieving relevant images given diverse and often stylistically heterogeneous queries, such as sketches, artworks, or low-resolution previews. While large-scale vision--language representation models (VLRMs) like CLIP offer strong zero-shot retrieval perf…