Search Results for author: Lizhou You

Found 4 papers, 3 papers with code

Discriminator-Cooperated Feature Map Distillation for GAN Compression

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.

Image Generation Knowledge Distillation

Exploring Content Relationships for Distilling Efficient GANs

1 code implementation21 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.

Shadow Removal by High-Quality Shadow Synthesis

1 code implementation8 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.

Image Generation Shadow Removal +1

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