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Deep Multi-Model Fusion for Single-Image Dehazing
Zijun Deng, Lei Zhu, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Qing Zhang, Jing Qin, and Pheng-Ann Heng
International Conference on Computer Vision (ICCV), 2019
R³Net: Recurrent Residual Refinement Network for Saliency Detection
Zijun Deng, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Jing Qin, Guoqiang Han, and Pheng-Ann Heng
International Joint Conference on Artificial Intelligence (IJCAI), 2018 (oral)
[paper] [code] [results] [slide] [poster]
Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection
Lei Zhu^, Zijun Deng^, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Jing Qin, and Pheng-Ann Heng (^joint 1st authors)
European Conference on Computer Vision (ECCV), 2018
[paper] [code] [results] [poster]
Deep Attentional Features for Prostate Segmentation in Ultrasound
Yi Wang^, Zijun Deng^, Xiaowei Hu, Lei Zhu, Xin Yang, Xuemiao Xu, Pheng-Ann Heng, and Dong Ni (^joint 1st authors)
International Conference On Medical Image Computing & Computer Assisted Intervention (MICCAI), 2018
[paper] [code]

PyTorch Semantic Segmentation (1000+ stars) [link]
This repository contains some models for semantic segmentation and the pipeline of training and testing models, implemented in PyTorch.
SRGAN [link]
PyTorch implementation of the paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network".

National Scholarship for Graduate Students (top 10 in the school), Ministry of Education of China, 2018
Successful participant honor (rank 28/1400) of the Baidu Big Data Competition 2017
Science and Innovation Scholarship of Saliai, 2016
Second-class Student Scholarship, SCUT, 2015