Search Results for author: Xianfang Sun

Found 5 papers, 3 papers with code

Resource-efficient domain adaptive pre-training for medical images

no code implementations28 Apr 2022 Yasar Mehmood, Usama Ijaz Bajwa, Xianfang Sun

This study proposed computationally efficient DAPT without compromising the downstream accuracy and robustness.

Transfer Learning

Local-Global Fusion Network for Video Super-Resolution

1 code implementation IEEE Access 2020 Dewei Su, Hua Wang, Longcun Jin, Xianfang Sun, Xinyi Peng

The results on benchmark datasets of our LGFN are presented on https://github. com/BIOINSu/LGFN and the source code will be released as soon as the paper is accepted.

Optical Flow Estimation Video Super-Resolution

Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution

1 code implementation25 Nov 2019 Yitong Yan, Chuangchuang Liu, Changyou Chen, Xianfang Sun, Longcun Jin, Xiang Zhou

Firstly, instead of producing a single score to discriminate images between real and fake, we propose a variant, called Fine-grained Attention Generative Adversarial Network for image super-resolution (FASRGAN), to discriminate each pixel between real and fake.

Generative Adversarial Network Image Super-Resolution +1

Deformable Non-local Network for Video Super-Resolution

1 code implementation24 Sep 2019 Hua Wang, Dewei Su, Chuangchuang Liu, Longcun Jin, Xianfang Sun, Xinyi Peng

The video super-resolution (VSR) task aims to restore a high-resolution (HR) video frame by using its corresponding low-resolution (LR) frame and multiple neighboring frames.

Optical Flow Estimation Video Super-Resolution

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