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A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective


Sep 27, 2022
Chaoqi Chen, Yushuang Wu, Qiyuan Dai, Hong-Yu Zhou, Mutian Xu, Sibei Yang, Xiaoguang Han, Yizhou Yu

* Preprint 

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Diagnose Like a Radiologist: Hybrid Neuro-Probabilistic Reasoning for Attribute-Based Medical Image Diagnosis


Aug 19, 2022
Gangming Zhao, Quanlong Feng, Chaoqi Chen, Zhen Zhou, Yizhou Yu

* To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 

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Neighborhood Collective Estimation for Noisy Label Identification and Correction


Aug 05, 2022
Jichang Li, Guanbin Li, Feng Liu, Yizhou Yu

* Accepted to European Conference on Computer Vision (ECCV), 2022 

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One-Shot Medical Landmark Localization by Edge-Guided Transform and Noisy Landmark Refinement


Jul 31, 2022
Zihao Yin, Ping Gong, Chunyu Wang, Yizhou Yu, Yizhou Wang


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Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels


Jul 29, 2022
Ganlong Zhao, Guanbin Li, Yipeng Qin, Feng Liu, Yizhou Yu

* Accepted to ECCV2022 

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Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance


Jul 01, 2022
Chengwei Pan, Gangming Zhao, Junjie Fang, Baolian Qi, Jiaheng Liu, Chaowei Fang, Dingwen Zhang, Jinpeng Li, Yizhou Yu

* Provisionally Accepted for Medical Image Computing and Computer Assisted Interventions 2022 (MICCAI 2022). arXiv admin note: text overlap with arXiv:2010.04483 

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Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection


Jun 06, 2022
Chaoqi Chen, Jiongcheng Li, Hong-Yu Zhou, Xiaoguang Han, Yue Huang, Xinghao Ding, Yizhou Yu

* Accepted by IEEE T-PAMI 

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Domain Invariant Model with Graph Convolutional Network for Mammogram Classification


Apr 21, 2022
Churan Wang, Jing Li, Xinwei Sun, Fandong Zhang, Yizhou Yu, Yizhou Wang


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Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis


Mar 29, 2022
Yunlong Zhang, Xin Lin, Yihong Zhuang, LiyanSun, Yue Huang, Xinghao Ding, Guisheng Wang, Lin Yang, Yizhou Yu


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Scale-Equivalent Distillation for Semi-Supervised Object Detection


Mar 26, 2022
Qiushan Guo, Yao Mu, Jianyu Chen, Tianqi Wang, Yizhou Yu, Ping Luo

* Accepted by CVPR 2022 

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