3 papers
cs.CV2025
Pretrained Diffusion Models Are Inherently Skipped-Step Samplers
Wenju Xu
Diffusion models have been achieving state-of-the-art results across various generation tasks. However, a notable drawback is their sequential generation process, requiring long-se…
cs.CV2025
Domain Generalizable Portrait Style Transfer
Xinbo Wang, Wenju Xu, Qing Zhang +1
This paper presents a portrait style transfer method that generalizes well to various different domains while enabling high-quality semantic-aligned stylization on regions includin…
cs.CV2024
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets
Tianxiao Zhang, Wenju Xu, Bo Luo +1
The Vision Transformer (ViT) leverages the Transformer's encoder to capture global information by dividing images into patches and achieves superior performance across various comp…