2 papers
cs.CV2026
LookBench: A Live and Holistic Open Benchmark for Fashion Image Retrieval
Gensmo. ai, Chao Gao, Siqiao Xue +4
In this paper, we present LookBench (We use the term "look" to reflect retrieval that mirrors how people shop -- finding the exact item, a close substitute, or a visually consisten…
cs.CV2025
StyDeco: Unsupervised Style Transfer with Distilling Priors and Semantic Decoupling
Yuanlin Yang, Quanjian Song, Zhexian Gao +3
Diffusion models have emerged as the dominant paradigm for style transfer, but their text-driven mechanism is hindered by a core limitation: it treats textual descriptions as unifo…