no code implementations • 13 May 2024 • Fengchuang Xing, Xiaowen Shi, Yuan-Gen Wang, Chunsheng Yang
We first collect an FRR dataset, named deepFRR, which contains 50, 000 StyleGAN-generated high-resolution (1024*1024) facial images and their corresponding retouched ones by a commercial online API.
no code implementations • 22 Jul 2023 • Jiancong Feng, Yuan-Gen Wang, Fengchuang Xing
Based on this finding, we create a new network architecture by integrating depth-wise convolution with channel attention without the blur kernel estimation, resulting in a performance improvement instead.
1 code implementation • 21 Jun 2023 • Fengchuang Xing, Yuan-Gen Wang, Weixuan Tang, Guopu Zhu, Sam Kwong
Self-attention based Transformer has achieved great success in many computer vision tasks.
no code implementations • 22 Aug 2021 • Fengchuang Xing, Yuan-Gen Wang, Hanpin Wang, Leida Li, Guopu Zhu
To capture the long-range spatiotemporal dependencies of a video sequence, StarVQA encodes the space-time position information of each patch to the input of the Transformer.