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MV-HAN: A Hybrid Attentive Networks based Multi-View Learning Model for Large-scale Contents Recommendation


Oct 14, 2022
Ge Fan, Chaoyun Zhang, Kai Wang, Junyang Chen

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* accepted by ASE 2022 

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DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer


Jul 28, 2022
Hao Li, Zhijing Yang, Xiaobin Hong, Ziying Zhao, Junyang Chen, Yukai Shi, Jinshan Pan

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* DnSwin, a continuous Wavelet Sliding-Transformer, builds frequency correspondence under real-world scenes for image denoising 

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A Unified Joint Maximum Mean Discrepancy for Domain Adaptation


Jan 25, 2021
Wei Wang, Baopu Li, Shuhui Yang, Jing Sun, Zhengming Ding, Junyang Chen, Xiao Dong, Zhihui Wang, Haojie Li

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SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images


Nov 15, 2020
Chang Qi, Junyang Chen, Guizhi Xu, Zhenghua Xu, Thomas Lukasiewicz, Yang Liu

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w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution


Nov 15, 2020
Bo Wang, Lei Wang, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu

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Efficient Medical Image Segmentation with Intermediate Supervision Mechanism


Nov 15, 2020
Di Yuan, Junyang Chen, Zhenghua Xu, Thomas Lukasiewicz, Zhigang Fu, Guizhi Xu

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Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network


Aug 06, 2020
Cong Wang, Yutong Wu, Zhixun Su, Junyang Chen

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* Accepted to ACM International Conference on Multimedia (MM'20) 

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DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal


Aug 03, 2020
Cong Wang, Xiaoying Xing, Zhixun Su, Junyang Chen

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* Accepted to ACM International Conference on Multimedia (MM'20) 

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NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results


May 05, 2020
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, SeYoung Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yong Hyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou

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D2D-Enabled Data Sharing for Distributed Machine Learning at Wireless Network Edge


Jan 28, 2020
Xiaoran Cai, Xiaopeng Mo, Junyang Chen, Jie Xu

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* Submit to IEEE Wireless Communications Letters 

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