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Youtan Yin

2 accepted papers

2021

Progressive Network Grafting for Few-Shot Knowledge Distillation

AAAI 2021technical

Knowledge distillation has demonstrated encouraging performances in deep model compression. Most existing approaches, however, require massive labeled data to accomplish the knowledge transfer, making the model compression a cumbersome and costly process. In this paper, we investigate the practical…

2021

Training Generative Adversarial Networks in One Stage

CVPR 2021poster

Generative Adversarial Networks (GANs) have demonstrated unprecedented success in various image generation tasks. The encouraging results, however, come at the price of a cumbersome training process, during which the generator and discriminator are alternately updated in two stages. In this paper, w…

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