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SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation


Jun 03, 2021
Hong-Yu Zhou, Chengdi Wang, Haofeng Li, Gang Wang, Shu Zhang, Weimin Li, Yizhou Yu

* Accepted by Medical Image Analysis 

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Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation


Mar 30, 2021
Hong-Yu Zhou, Hualuo Liu, Shilei Cao, Dong Wei, Chixiang Lu, Yizhou Yu, Kai Ma, Yefeng Zheng

* IPMI 2021 

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MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures


Feb 26, 2021
Luyan Liu, Zhiwei Wen, Songwei Liu, Hong-Yu Zhou, Hongwei Zhu, Weicheng Xie, Linlin Shen, Kai Ma, Yefeng Zheng


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Difficulty-aware Glaucoma Classification with Multi-Rater Consensus Modeling


Jul 29, 2020
Shuang Yu, Hong-Yu Zhou, Kai Ma, Cheng Bian, Chunyan Chu, Hanruo Liu, Yefeng Zheng

* MICCAI 2020 

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Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image Representations


Jul 22, 2020
Hong-Yu Zhou, Shuang Yu, Cheng Bian, Yifan Hu, Kai Ma, Yefeng Zheng

* MICCAI 2020 early accept; Code and pretrained models available at http://github.com/funnyzhou/C2L_MICCAI2020 

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A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation


Jul 20, 2020
Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng

* MICCAI 2020 

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Learning Expectation of Label Distribution for Facial Age and Attractiveness Estimation


Jul 03, 2020
Bin-Bin Gao, Xin-Xin Liu, Hong-Yu Zhou, Jianxin Wu, Xin Geng

* submitted to Pattern Recognition 

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Multi-Label Image Recognition with Multi-Class Attentional Regions


Jul 03, 2020
Bin-Bin Gao, Hong-Yu Zhou


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When Semi-Supervised Learning Meets Transfer Learning: Training Strategies, Models and Datasets


Dec 13, 2018
Hong-Yu Zhou, Avital Oliver, Jianxin Wu, Yefeng Zheng

* Technical report 

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Vortex Pooling: Improving Context Representation in Semantic Segmentation


Apr 22, 2018
Chen-Wei Xie, Hong-Yu Zhou, Jianxin Wu


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Code Attention: Translating Code to Comments by Exploiting Domain Features


Nov 27, 2017
Wenhao Zheng, Hong-Yu Zhou, Ming Li, Jianxin Wu


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Adaptive Feeding: Achieving Fast and Accurate Detections by Adaptively Combining Object Detectors


Jul 20, 2017
Hong-Yu Zhou, Bin-Bin Gao, Jianxin Wu

* To appear in ICCV 2017 

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Sunrise or Sunset: Selective Comparison Learning for Subtle Attribute Recognition


Jul 20, 2017
Hong-Yu Zhou, Bin-Bin Gao, Jianxin Wu

* accepted as a poster in BMVC 2017 

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