Hong-Yu Zhou

PhD Candidate
Department of Computer Science
Advisor: Yizhou Yu

Email Address:
whuzhouhongyu at gmail dot com

Bio

Recent News

Projects and Publications

Hong-Yu Zhou*, Shuang Yu*, Cheng Bian, Yifan Hu, Kai Ma and Yefeng Zheng
Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image Representations
MICCAI 2020
[PDF][code]
Shuang Yu*, Hong-Yu Zhou*, Kai Ma, Cheng Bian, Chunyan Chu, Hanruo Liu and Yefeng Zheng
Difficulty-aware Glaucoma Classification with Multi-Rater Consensus Modeling
MICCAI 2020
[PDF]
Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma and Yefeng Zheng
A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation
MICCAI 2020
[PDF]
Hong-Yu Zhou, Avital Oliver, Jianxin Wu, and Yefeng Zheng
When Semi-Supervised Learning Meets Transfer Learning: Training Strategies, Models and Datasets
arXiv, 2018
[PDF][code]
Jian-Hao Luo, Hao Zhang, Hong-Yu Zhou, Chen-Wei Xie, Jianxin Wu, and Weiyao Lin
ThiNet: Pruning CNN Filters for a Thinner Net
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
[PDF] [Project]
Chen-Wei Xie, Hong-Yu Zhou, and Jianxin Wu
Vortex Pooling: Improving Context Representation in Semantic Segmentation
arXiv:1804.06242, 2018
[PDF]
Bin-Bin Gao, Hong-Yu Zhou, Jianxin Wu, and Xin Geng
Age Estimation Using Expectation of Label Distribution Learning
The 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI), 2018
[Project]
Wen-Hao Zheng, Hong-Yu Zhou, Ming Li, and Jianxin Wu
Code Attention: Translating Code to Comments by Exploiting Domain Features
Frontiers of Computer Science
[PDF]
Hong-Yu Zhou, Bin-Bin Gao, and Jianxin Wu
Adaptive Feeding: Achieving Fast and Accurate Detections by Adaptively Combining Object Detectors
The IEEE International Conference on Computer Vision (ICCV), 2017
[PDF][Project][Demo]
Hong-Yu Zhou, Bin-Bin Gao, and Jianxin Wu
Sunrise or Sunset: Selective Comparison Learning for Subtle Attribute Recognition
The 28th British Machine Vision Conference (BMVC), 2017
[PDF][Dataset (2.12G)][Project]
Hong-Yu Zhou and Jianxin Wu
Content-Based Image Recovery
The 2017 Pacific-Rim Conference on Multimedia (PCM), 2017
[PDF]

Academic activities