no code implementations • 7 Aug 2023 • Zhongjie Duan, Lizhou You, Chengyu Wang, Cen Chen, Ziheng Wu, Weining Qian, Jun Huang
In recent years, diffusion models have emerged as the most powerful approach in image synthesis.
1 code implementation • CVPR 2023 • Tie Hu, Mingbao Lin, Lizhou You, Fei Chao, Rongrong Ji
In contrast to conventional pixel-to-pixel match methods in feature map distillation, our DCD utilizes teacher discriminator as a transformation to drive intermediate results of the student generator to be perceptually close to corresponding outputs of the teacher generator.
1 code implementation • 21 Dec 2022 • Lizhou You, Mingbao Lin, Tie Hu, Fei Chao, Rongrong Ji
This paper proposes a content relationship distillation (CRD) to tackle the over-parameterized generative adversarial networks (GANs) for the serviceability in cutting-edge devices.
1 code implementation • 8 Dec 2022 • Yunshan Zhong, Lizhou You, Yuxin Zhang, Fei Chao, Yonghong Tian, Rongrong Ji
Specifically, the encoder extracts the shadow feature of a region identity which is then paired with another region identity to serve as the generator input to synthesize a pseudo image.