Search Results for author: Han Shu

Found 8 papers, 2 papers with code

Adder Attention for Vision Transformer

no code implementations NeurIPS 2021 Han Shu, Jiahao Wang, Hanting Chen, Lin Li, Yujiu Yang, Yunhe Wang

With the new operation, vision transformers constructed using additions can also provide powerful feature representations.

Coarse-to-Fine Searching for Efficient Generative Adversarial Networks

no code implementations19 Apr 2021 Jiahao Wang, Han Shu, Weihao Xia, Yujiu Yang, Yunhe Wang

This paper studies the neural architecture search (NAS) problem for developing efficient generator networks.

Image Generation Neural Architecture Search

Distilling portable Generative Adversarial Networks for Image Translation

no code implementations7 Mar 2020 Hanting Chen, Yunhe Wang, Han Shu, Changyuan Wen, Chunjing Xu, Boxin Shi, Chao Xu, Chang Xu

To promote the capability of student generator, we include a student discriminator to measure the distances between real images, and images generated by student and teacher generators.

Image-to-Image Translation Knowledge Distillation +1

Automatically Searching for U-Net Image Translator Architecture

no code implementations26 Feb 2020 Han Shu, Yunhe Wang

Moreover, we transplant the searched network architecture to other datasets which are not involved in the architecture searching procedure.

Semantic Segmentation

Attribute Aware Pooling for Pedestrian Attribute Recognition

no code implementations27 Jul 2019 Kai Han, Yunhe Wang, Han Shu, Chuanjian Liu, Chunjing Xu, Chang Xu

This paper expands the strength of deep convolutional neural networks (CNNs) to the pedestrian attribute recognition problem by devising a novel attribute aware pooling algorithm.

Pedestrian Attribute Recognition

Co-Evolutionary Compression for Unpaired Image Translation

2 code implementations ICCV 2019 Han Shu, Yunhe Wang, Xu Jia, Kai Han, Hanting Chen, Chunjing Xu, Qi Tian, Chang Xu

Generative adversarial networks (GANs) have been successfully used for considerable computer vision tasks, especially the image-to-image translation.

Image-to-Image Translation Translation

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