no code implementations • 8 Apr 2024 • Zhiqi Huang, Huixin Xiong, Haoyu Wang, Longguang Wang, Zhiheng Li
Then, the object images are employed as additional prompts to facilitate the diffusion model to better understand the relationship between foreground and background regions during image generation.
no code implementations • 31 Aug 2022 • Zilun Zhang, Cuifeng Shen, Yuan Shen, Huixin Xiong, Xinyu Zhou
Although CLIP-like Visual Language Models provide a functional joint feature space for image and text, due to the limitation of the CILP-like model's image input size (e. g., 224), subtle details are lost in the feature representation if we input high-resolution images (e. g., 2240).