2 citations · 2 across the 4 of their papers we have counts for
4 papers
PATMAT: Person Aware Tuning of Mask-Aware Transformer for Face Inpainting
Saman Motamed, Jianjin Xu, Chen Henry Wu +1
Generative models such as StyleGAN2 and Stable Diffusion have achieved state-of-the-art performance in computer vision tasks such as image synthesis, inpainting, and de-noising. Ho…
Extracting Semantic Knowledge from GANs with Unsupervised Learning
Jianjin Xu, Zhaoxiang Zhang, Xiaolin Hu
Recently, unsupervised learning has made impressive progress on various tasks. Despite the dominance of discriminative models, increasing attention is drawn to representations lear…
Linear Semantics in Generative Adversarial Networks
Jianjin Xu, Changxi Zheng
Generative Adversarial Networks (GANs) are able to generate high-quality images, but it remains difficult to explicitly specify the semantics of synthesized images. In this work, w…
Frame Difference-Based Temporal Loss for Video Stylization
Jianjin Xu, Zheyang Xiong, Xiaolin Hu
Neural style transfer models have been used to stylize an ordinary video to specific styles. To ensure temporal inconsistency between the frames of the stylized video, a common app…