Constrained Edit Fields (CEF) achieves state-of-the-art Structure Distance, background LPIPS, and background MSE with both Stable Diffusion 3.5 Medium and FLUX, while retaining competitive instruction alignment.
Jing-Xuan Kang, Yin-Song Wang, Che Liu et al.· 0 citations
PARA is proposed, which retains the frozen prompt prediction as a support-invariant semantic anchor and incorporates a visual prediction learned from the support set through an anchor-relative residual and achieves state-of-the-art performance in both few-shot classification and base-to-novel generalization.
Jing-Xuan Kang, Qian-Ying Yue, Che Liu et al.· 0 citations
This paper proposes FOCAL, a novel framework that achieves precise, fine-grained alignment between localized ECG segments and individual report tags via Optimal Transport, and introduces a semantic similarity matrix to guide the contrastive objective and correct misalignments.
Hai-Tao Li, Che Liu, Zheng-Yao Ding et al.· 2 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.