Diffusion Model is Secretly a Training-Free Open Vocabulary Semantic Segmenter. - Jinglong Wang; Xiawei Li; Jing Zhang 017; Qingyuan Xu; Qin Zhou 003; Qian Yu; Lu Sheng; Dong Xu 001 (IEEE Trans. Image Process., 2025)

ELBO-T2IAlign: A Generic ELBO-Based Method for Calibrating Pixel-level Text-Image Alignment in Diffusion Models. - Qin Zhou 003; Zhiyang Zhang; Jinglong Wang; Xiaobin Li; Jing Zhang 017; Qian Yu; Lu Sheng; Dong Xu 001 (CoRR, 2025)