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cs.CV2026
IG-Diff: Complex Night Scene Restoration with Illumination-Guided Diffusion Model
Yifan Chen, Fei Yin, Chunle Guo +2
In nighttime circumstances, it is challenging for individuals and machines to perceive their surroundings. While prevailing image restoration methods adeptly handle singular forms…
cs.CV2025
FaceCraft4D: Animated 3D Facial Avatar Generation from a Single Image
Fei Yin, Mallikarjun B R, Chun-Han Yao +2
We present a novel framework for generating high-quality, animatable 4D avatar from a single image. While recent advances have shown promising results in 4D avatar creation, existi…
cs.CV2025
Do computer vision foundation models learn the low-level characteristics of the human visual system?
Yancheng Cai, Fei Yin, Dounia Hammou +1
Computer vision foundation models, such as DINO or OpenCLIP, are trained in a self-supervised manner on large image datasets. Analogously, substantial evidence suggests that the hu…