2 papers
cs.CV2026
STEDiff: Strengthening Text Embedding for Text-to-Image Alignment in Diffusion Model
Hailan Zhang, Haipeng Liu, Bo Fu +1
Although pretrained text-to-image (T2I) generation models can produce high-quality images, they often fail to faithfully reflect the semantic intent of complex prompts due to stoch…
cs.CV2026
VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding
Lin Fu, Zheyuan Yang, Yang Wang +3
We introduce VideoKR, the first large-scale training corpus specifically designed to strengthen knowledge- and reasoning-intensive video understanding. It comprises 315K video reas…