Hongwei Yong

According to our database, Hongwei Yong authored at least 35 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Deep Variational Network Toward Blind Image Restoration.

Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng, Kwan-Yee K. Wong

IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

Weight Decay With Tailored Adam on Scale-Invariant Weights for Better Generalization.

Xixi Jia, Xiangchu Feng, Hongwei Yong, Deyu Meng

IEEE Trans. Neural Networks Learn. Syst., May, 2024

Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective.

Lingchen Sun, Jie Liang, Shuaizheng Liu, Hongwei Yong, Lei Zhang

IEEE Trans. Image Process., 2024

SGD with Partial Hessian for Deep Neural Networks Optimization.

Ying Sun, Hongwei Yong, Lei Zhang

CoRR, 2024

Improving the Stability of Diffusion Models for Content Consistent Super-Resolution.

Lingchen Sun, Rongyuan Wu, Zhengqiang Zhang, Hongwei Yong, Lei Zhang

CoRR, 2024

2023

Spatial-Frequency Attention for Image Denoising.

Shi Guo, Hongwei Yong, Xindong Zhang, Jianqi Ma, Lei Zhang

CoRR, 2023

NKFAC: A Fast and Stable KFAC Optimizer for Deep Neural Networks.

Ying Sun, Hongwei Yong, Lei Zhang

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

A General Regret Bound of Preconditioned Gradient Method for DNN Training.

Hongwei Yong, Ying Sun, Lei Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Unfolded Deep Kernel Estimation for Blind Image Super-Resolution.

Hongyi Zheng, Hongwei Yong, Lei Zhang

Proceedings of the Computer Vision - ECCV 2022, 2022

An Embedded Feature Whitening Approach to Deep Neural Network Optimization.

Hongwei Yong, Lei Zhang

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Deep Convolutional Dictionary Learning for Image Denoising.

Hongyi Zheng, Hongwei Yong, Lei Zhang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Robust Multiview Subspace Learning With Nonindependently and Nonidentically Distributed Complex Noise.

Zongsheng Yue, Hongwei Yong, Deyu Meng, Qian Zhao, Yee Leung, Lei Zhang

IEEE Trans. Neural Networks Learn. Syst., 2020

Fast Multi-Scale Structural Patch Decomposition for Multi-Exposure Image Fusion.

Hui Li, Kede Ma, Hongwei Yong, Lei Zhang

IEEE Trans. Image Process., 2020

Group Maximum Differentiation Competition: Model Comparison with Few Samples.

Kede Ma, Zhengfang Duanmu, Zhou Wang, Qingbo Wu, Wentao Liu, Hongwei Yong, Hongliang Li, Lei Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Variational Image Restoration Network.

Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng

CoRR, 2020

Online Multi-view Subspace Learning with Mixed Noise.

Jinxing Li, Hongwei Yong, Feng Wu, Mu Li

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Momentum Batch Normalization for Deep Learning with Small Batch Size.

Hongwei Yong, Jianqiang Huang, Deyu Meng, Xian-Sheng Hua, Lei Zhang

Proceedings of the Computer Vision - ECCV 2020, 2020

Gradient Centralization: A New Optimization Technique for Deep Neural Networks.

Hongwei Yong, Jianqiang Huang, Xiansheng Hua, Lei Zhang

Proceedings of the Computer Vision - ECCV 2020, 2020

Degradation Model Learning for Real-World Single Image Super-Resolution.

Jin Xiao, Hongwei Yong, Lei Zhang

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Second-Order Camera-Aware Color Transformation for Cross-Domain Person Re-identification.

Wangmeng Xiang, Hongwei Yong, Jianqiang Huang, Xian-Sheng Hua, Lei Zhang

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Extreme Learning Machine With Affine Transformation Inputs in an Activation Function.

Jiuwen Cao, Kai Zhang, Hongwei Yong, Xiaoping Lai, Badong Chen, Zhiping Lin

IEEE Trans. Neural Networks Learn. Syst., 2019

Panoramic Background Image Generation for PTZ Cameras.

Hongwei Yong, Jianqiang Huang, Wangmeng Xiang, Xiansheng Hua, Lei Zhang

IEEE Trans. Image Process., 2019

Foreground Gating and Background Refining Network for Surveillance Object Detection.

Zhihang Fu, Yaowu Chen, Hongwei Yong, Rongxin Jiang, Lei Zhang, Xian-Sheng Hua

IEEE Trans. Image Process., 2019

Sharp Attention Network via Adaptive Sampling for Person Re-Identification.

Chen Shen, Guo-Jun Qi, Rongxin Jiang, Zhongming Jin, Hongwei Yong, Yaowu Chen, Xian-Sheng Hua

IEEE Trans. Circuits Syst. Video Technol., 2019

FPCANet: Fisher discrimination for Principal Component Analysis Network.

Kai Sun, Jiangshe Zhang, Hongwei Yong, Junmin Liu

Knowl. Based Syst., 2019

Variational Denoising Network: Toward Blind Noise Modeling and Removal.

Zongsheng Yue, Hongwei Yong, Qian Zhao, Deyu Meng, Lei Zhang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Toward Real-World Single Image Super-Resolution: A New Benchmark and a New Model.

Jianrui Cai, Hui Zeng, Hongwei Yong, Zisheng Cao, Lei Zhang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

NTIRE 2019 Challenge on Real Image Denoising: Methods and Results.

Abdelrahman Abdelhamed, Radu Timofte, Michael S. Brown, Songhyun Yu, Bumjun Park, Jechang Jeong, Seung-Won Jung, Dong-Wook Kim, Jae Ryun Chung, Jiaming Liu, Yuzhi Wang, Chi-Hao Wu, Qin Xu, Chuan Wang, Shaofan Cai, Yifan Ding, Haoqiang Fan, Jue Wang, Kai Zhang, Wangmeng Zuo, Magauiya Zhussip, Dongwon Park, Shakarim Soltanayev, Se Young Chun, Zhiwei Xiong, Chang Chen, Muhammad Haris, Kazutoshi Akita, Tomoki Yoshida, Greg Shakhnarovich, Norimichi Ukita, Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Sung-Jea Ko, Dong-Pan Lim, Seung-Wook Kim, Seo-Won Ji, Sang-Won Lee, Wenyi Tang, Yuchen Fan, Yuqian Zhou, Ding Liu, Thomas S. Huang, Deyu Meng, Lei Zhang, Hongwei Yong, Yiyun Zhao, Pengliang Tang, Yue Lu, Raimondo Schettini, Simone Bianco, Simone Zini, Chi Li, Yang Wang, Zhiguo Cao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Robust Online Matrix Factorization for Dynamic Background Subtraction.

Hongwei Yong, Deyu Meng, Wangmeng Zuo, Lei Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Model Inconsistent but Correlated Noise: Multi-view Subspace Learning with Regularized Mixture of Gaussians.

Hongwei Yong, Deyu Meng, Jinxing Li, Wangmeng Zuo, Lei Zhang

CoRR, 2018

Foreground Gated Network for Surveillance Object Detection.

Zhihang Fu, Chang Zhou, Hongwei Yong, Rongxin Jiang, Xiang Tian, Yaowu Chen, Xian-Sheng Hua

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

A Probabilistic Hierarchical Model for Multi-View and Multi-Feature Classification.

Jinxing Li, Hongwei Yong, Bob Zhang, Mu Li, Lei Zhang, David Zhang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Robust Multi-Exposure Image Fusion: A Structural Patch Decomposition Approach.

Kede Ma, Hui Li, Hongwei Yong, Zhou Wang, Deyu Meng, Lei Zhang

IEEE Trans. Image Process., 2017

Waterloo Exploration Database: New Challenges for Image Quality Assessment Models.

Kede Ma, Zhengfang Duanmu, Qingbo Wu, Zhou Wang, Hongwei Yong, Hongliang Li, Lei Zhang

IEEE Trans. Image Process., 2017

2016

Group MAD Competition? A New Methodology to Compare Objective Image Quality Models.

Kede Ma, Qingbo Wu, Zhou Wang, Zhengfang Duanmu, Hongwei Yong, Hongliang Li, Lei Zhang

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016