Kai Ma - RankMe

150 papers A* 11A 1Journal 94Unranked 44

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Motion-Aware Generative Frame Interpolation. CoRR Guozhen Zhang, Yuhan Zhu, Yutao Cui, Xiaotong Zhao, Kai Ma, Limin Wang
2025	—	`conf`	RELATE3D: REfocusing Latent Adapter for Targeted local Enhancement and Editing in 3D Generation. SIGGRAPH (Conference Paper Track) Xiao-Lei Li, Hao-Xiang Chen, Yanni Zhang, Kai Ma, Alan Zhao, Tai-Jiang Mu, Hao-Xiang Guo, Ran Zhang
2025	J	`jnl`	SAM 2++: Tracking Anything at Any Granularity. CoRR Jiaming Zhang, Cheng Liang, Yichun Yang, Chenkai Zeng, Yutao Cui, Xinwen Zhang, Xin Zhou, Kai Ma, Gangshan Wu, Limin Wang
2025	J	`jnl`	SteadyDancer: Harmonized and Coherent Human Image Animation with First-Frame Preservation. CoRR Jiaming Zhang, Shengming Cao, Rui Li, Xiaotong Zhao, Yutao Cui, Xinglin Hou, Gangshan Wu, Haolan Chen, Yu Xu, Limin Wang, Kai Ma
2024	J	`jnl`	Adversarial Medical Image With Hierarchical Feature Hiding. IEEE Trans. Medical Imaging Qingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
2024	J	`jnl`	Dynamic and Compressive Adaptation of Transformers From Images to Videos. CoRR Guozhen Zhang, Jingyu Liu, Shengming Cao, Xiaotong Zhao, Kevin Zhao, Kai Ma, Limin Wang
2024	J	`jnl`	Improving vision transformer for medical image classification via token-wise perturbation. J. Vis. Commun. Image Represent. Yuexiang Li, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng
2024	J	`jnl`	LENAS: Learning-Based Neural Architecture Search and Ensemble for 3-D Radiotherapy Dose Prediction. IEEE Trans. Cybern. Yi Lin, Yanfei Liu, Hao Chen, Xin Yang, Kai Ma, Yefeng Zheng, Kwang-Ting Cheng
2024	J	`jnl`	QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge. CoRR Hongwei Bran Li, Fernando Navarro, Ivan Ezhov, Amirhossein Bayat, Dhritiman Das, Florian Kofler, Suprosanna Shit, Diana Waldmannstetter, Johannes C. Paetzold, Xiaobin Hu, Benedikt Wiestler, Lucas Zimmer, Tamaz Amiranashvili, Chinmay Prabhakar, Christoph Berger, Jonas Weidner, Michelle Alonso-Basanta, Arif Rashid, Ujjwal Baid, Wesam Adel, Deniz Alis, Bhakti Baheti, Yingbin Bai, Ishaan Bhat, Sabri Can Cetindag, Wenting Chen, Li Cheng, Prasad Dutande, Lara Dular, Mustafa A. Elattar, Ming Feng, Shengbo Gao, Henkjan Huisman, Weifeng Hu, Shubham Innani, Wei Jiat, Davood Karimi, Hugo J. Kuijf, Jin Tae Kwak, Hoang Long Le, Xiang Lia, Huiyan Lin, Tongliang Liu, Jun Ma, Kai Ma, Ting Ma, Ilkay Öksüz, Robbie Holland, Arlindo L. Oliveira, Jimut Bahan Pal, Xuan Pei, Maoying Qiao, Anindo Saha, Raghavendra Selvan, Linlin Shen, João Lourenço Silva, Ziga Spiclin, Sanjay N. Talbar, Dadong Wang, Wei Wang, Xiong Wang, Yin Wang, Ruiling Xia, Kele Xu, Yanwu Yan, Mert Yergin, Shuang Yu, Lingxi Zeng, YingLin Zhang, Jiachen Zhao, Yefeng Zheng, Martin Zukovec, Richard K. G. Do, Anton S. Becker, Amber L. Simpson, Ender Konukoglu, András Jakab, Spyridon Bakas, Leo Joskowicz, Bjoern H. Menze
2024	J	`jnl`	Relational Experience Replay: Continual Learning by Adaptively Tuning Task-Wise Relationship. IEEE Trans. Multim. Quanziang Wang, Renzhen Wang, Yuexiang Li, Dong Wei, Hong Wang, Kai Ma, Yefeng Zheng, Deyu Meng
2024	—	`conf`	StableDrag: Stable Dragging for Point-Based Image Editing. ECCV (58) Yutao Cui, Xiaotong Zhao, Guozhen Zhang, Shengming Cao, Kai Ma, Limin Wang
2024	J	`jnl`	StableDrag: Stable Dragging for Point-based Image Editing. CoRR Yutao Cui, Xiaotong Zhao, Guozhen Zhang, Shengming Cao, Kai Ma, Limin Wang
2024	J	`jnl`	Triplet-branch network with contrastive prior-knowledge embedding for disease grading. Artif. Intell. Medicine Yuexiang Li, Yanping Wang, Guang Lin, Yawen Huang, Jingxin Liu, Yi Lin, Dong Wei, Qirui Zhang, Kai Ma, Zhiqiang Zhang, Guangming Lu, Yefeng Zheng
2024	J	`jnl`	Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training. IEEE Trans. Medical Imaging Qingsong Xie, Yuexiang Li, Nanjun He, Munan Ning, Kai Ma, Guoxing Wang, Yong Lian, Yefeng Zheng
2024	A*	`conf`	VFIMamba: Video Frame Interpolation with State Space Models. NeurIPS Guozhen Zhang, Chunxu Liu, Yutao Cui, Xiaotong Zhao, Kai Ma, Limin Wang
2024	J	`jnl`	VFIMamba: Video Frame Interpolation with State Space Models. CoRR Guozhen Zhang, Chunxu Liu, Yutao Cui, Xiaotong Zhao, Kai Ma, Limin Wang
2023	J	`jnl`	A New Perspective to Boost Vision Transformer for Medical Image Classification. CoRR Yuexiang Li, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng
2023	J	`jnl`	Adversarial Medical Image with Hierarchical Feature Hiding. CoRR Qingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
2023	J	`jnl`	MIL-ViT: A multiple instance vision transformer for fundus image classification. J. Vis. Commun. Image Represent. Qi Bi, Xu Sun, Shuang Yu, Kai Ma, Cheng Bian, Munan Ning, Nanjun He, Yawen Huang, Yuexiang Li, Hanruo Liu, Yefeng Zheng
2023	J	`jnl`	Nuclei segmentation with point annotations from pathology images via self-supervised learning and co-training. Medical Image Anal. Yi Lin, Zhiyong Qu, Hao Chen, Zhongke Gao, Yuexiang Li, Lili Xia, Kai Ma, Yefeng Zheng, Kwang-Ting Cheng
2022	J	`jnl`	All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation. IEEE J. Biomed. Health Informatics Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong
2022	J	`jnl`	Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image Segmentation. IEEE Trans. Medical Imaging Zhe Xu, Donghuan Lu, Jie Luo, Yixin Wang, Jiangpeng Yan, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong
2022	J	`jnl`	Beyond Mutual Information: Generative Adversarial Network for Domain Adaptation Using Information Bottleneck Constraint. IEEE Trans. Medical Imaging Jiawei Chen, Ziqi Zhang, Xinpeng Xie, Yuexiang Li, Tao Xu, Kai Ma, Yefeng Zheng
2022	A*	`conf`	Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning. AAAI Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
2022	J	`jnl`	Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network. CoRR Shuxin Wang, Shilei Cao, Zhizhong Chai, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
2022	J	`jnl`	Cross-Domain Gated Learning for Domain Generalization. Int. J. Comput. Vis. Dapeng Du, Jiawei Chen, Yuexiang Li, Kai Ma, Gangshan Wu, Yefeng Zheng, Limin Wang
2022	J	`jnl`	DFTR: Depth-supervised Hierarchical Feature Fusion Transformer for Salient Object Detection. CoRR Heqin Zhu, Xu Sun, Yuexiang Li, Kai Ma, S. Kevin Zhou, Yefeng Zheng
2022	J	`jnl`	DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images. IEEE Trans. Medical Imaging Hong Wang, Yuexiang Li, Nanjun He, Kai Ma, Deyu Meng, Yefeng Zheng
2022	—	`conf`	Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation. ECCV (20) Xinyu Shi, Dong Wei, Yu Zhang, Donghuan Lu, Munan Ning, Jiashun Chen, Kai Ma, Yefeng Zheng
2022	J	`jnl`	Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation. CoRR Xinyu Shi, Dong Wei, Yu Zhang, Donghuan Lu, Munan Ning, Jiashun Chen, Kai Ma, Yefeng Zheng
2022	J	`jnl`	Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation. CoRR Cheng Bian, Chenglang Yuan, Kai Ma, Shuang Yu, Dong Wei, Yefeng Zheng
2022	J	`jnl`	Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation. IEEE Trans. Medical Imaging Cheng Bian, Chenglang Yuan, Kai Ma, Shuang Yu, Dong Wei, Yefeng Zheng
2022	J	`jnl`	Label Propagation for Annotation-Efficient Nuclei Segmentation from Pathology Images. CoRR Yi Lin, Zhiyong Qu, Hao Chen, Zhongke Gao, Yuexiang Li, Lili Xia, Kai Ma, Yefeng Zheng, Kwang-Ting Cheng
2022	J	`jnl`	Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation. CoRR Cong Xie, Hualuo Liu, Shilei Cao, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
2022	J	`jnl`	Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical Data. IEEE J. Biomed. Health Informatics Yuexiang Li, Jiawei Chen, Dong Wei, Yanchun Zhu, Jianrong Wu, Junfeng Xiong, Yadong Gang, Wenbo Sun, Haibo Xu, Tianyi Qian, Kai Ma, Yefeng Zheng
2022	J	`jnl`	Multiattention Adaptation Network for Motor Imagery Recognition. IEEE Trans. Syst. Man Cybern. Syst. Peiyin Chen, Zhongke Gao, Miaomiao Yin, Jialing Wu, Kai Ma, Celso Grebogi
2022	J	`jnl`	Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images. CoRR Hong Liu, Dong Wei, Donghuan Lu, Yuexiang Li, Kai Ma, Liansheng Wang, Yefeng Zheng
2022	J	`jnl`	TW-GAN: Topology and width aware GAN for retinal artery/vein classification. Medical Image Anal. Wenting Chen, Shuang Yu, Kai Ma, Wei Ji, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng
2021	J	`jnl`	A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition. IEEE Trans. Cogn. Dev. Syst. Zhongke Gao, Xinmin Wang, Yuxuan Yang, Yanli Li, Kai Ma, Guanrong Chen
2021	—	`conf`	A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks. MICCAI (3) Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
2021	—	`conf`	A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. IPMI Munan Ning, Cheng Bian, Dong Wei, Shuang Yu, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng
2021	J	`jnl`	A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. CoRR Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng
2021	J	`jnl`	A Unified Framework for Generalized Low-Shot Medical Image Segmentation With Scarce Data. IEEE Trans. Medical Imaging Hengji Cui, Dong Wei, Kai Ma, Shi Gu, Yefeng Zheng
2021	J	`jnl`	A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data. CoRR Hengji Cui, Dong Wei, Kai Ma, Shi Gu, Yefeng Zheng
2021	J	`jnl`	All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation. CoRR Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong
2021	A	`conf`	Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix. BMVC Ziqi Zhang, Yuexiang Li, Hongxin Wei, Kai Ma, Tao Xu, Yefeng Zheng
2021	J	`jnl`	Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix. CoRR Ziqi Zhang, Yuexiang Li, Hongxin Wei, Kai Ma, Tao Xu, Yefeng Zheng
2021	A*	`conf`	Alternative Baselines for Low-Shot 3D Medical Image Segmentation - An Atlas Perspective. AAAI Shuxin Wang, Shilei Cao, Dong Wei, Cong Xie, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng
2021	J	`jnl`	Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features. IEEE Trans. Medical Imaging He Zhao, Yuexiang Li, Nanjun He, Kai Ma, Leyuan Fang, Huiqi Li, Yefeng Zheng
2021	A*	`conf`	Calibrated RGB-D Salient Object Detection. CVPR Wei Ji, Jingjing Li, Shuang Yu, Miao Zhang, Yongri Piao, Shunyu Yao, Qi Bi, Kai Ma, Yefeng Zheng, Huchuan Lu, Li Cheng
2021	J	`jnl`	Classification of EEG Signals on VEP-Based BCI Systems With Broad Learning. IEEE Trans. Syst. Man Cybern. Syst. Zhongke Gao, Wei-Dong Dang, Mingxu Liu, Wei Guo, Kai Ma, Guanrong Chen
2021	—	`conf`	Deep Reinforcement Exemplar Learning for Annotation Refinement. MICCAI (8) Yuexiang Li, Nanjun He, Sixiang Peng, Kai Ma, Yefeng Zheng
2021	J	`jnl`	Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification. IEEE Trans. Neural Networks Learn. Syst. He Zhao, Qingqing Zheng, Kai Ma, Huiqi Li, Yefeng Zheng
2021	J	`jnl`	Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration. CoRR Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Jayender Jagadeesan, William M. Wells III, Sarah F. Frisken, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong
2021	—	`conf`	Feature Library: A Benchmark for Cervical Lesion Segmentation. IPMI Yuexiang Li, Jiawei Chen, Kai Ma, Yefeng Zheng
2021	J	`jnl`	GRAND: A large-scale dataset and benchmark for cervical intraepithelial Neoplasia grading with fine-grained lesion description. Medical Image Anal. Yuexiang Li, Zhi-Hua Liu, Peng Xue, Jiawei Chen, Kai Ma, Tianyi Qian, Yefeng Zheng, Youlin Qiao
2021	—	`conf`	Generalized Organ Segmentation by Imitating One-Shot Reasoning Using Anatomical Correlation. IPMI Hong-Yu Zhou, Hualuo Liu, Shilei Cao, Dong Wei, Chixiang Lu, Yizhou Yu, Kai Ma, Yefeng Zheng
2021	J	`jnl`	Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation. CoRR Hong-Yu Zhou, Hualuo Liu, Shilei Cao, Dong Wei, Chixiang Lu, Yizhou Yu, Kai Ma, Yefeng Zheng
2021	—	`conf`	InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction. MICCAI (6) Hong Wang, Yuexiang Li, Haimiao Zhang, Jiawei Chen, Kai Ma, Deyu Meng, Yefeng Zheng
2021	J	`jnl`	LE-NAS: Learning-based Ensenble with NAS for Dose Prediction. CoRR Yi Lin, Yanfei Liu, Jingguang Liu, Guocai Liu, Kai Ma, Yefeng Zheng
2021	A*	`conf`	Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling. CVPR Wei Ji, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Qi Bi, Jingjing Li, Hanruo Liu, Li Cheng, Yefeng Zheng
2021	—	`conf`	Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation. ISBI Cong Xie, Hualuo Liu, Shilei Cao, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
2021	—	`conf`	Local-Global Dual Perception Based Deep Multiple Instance Learning for Retinal Disease Classification. MICCAI (8) Qi Bi, Shuang Yu, Wei Ji, Cheng Bian, Lijun Gong, Hanruo Liu, Kai Ma, Yefeng Zheng
2021	—	`conf`	MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification. MICCAI (8) Shuang Yu, Kai Ma, Qi Bi, Cheng Bian, Munan Ning, Nanjun He, Yuexiang Li, Hanruo Liu, Yefeng Zheng
2021	J	`jnl`	MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures. CoRR Luyan Liu, Zhiwei Wen, Songwei Liu, Hong-Yu Zhou, Hongwei Zhu, Weicheng Xie, Linlin Shen, Kai Ma, Yefeng Zheng
2021	A*	`conf`	Multi-Anchor Active Domain Adaptation for Semantic Segmentation. ICCV Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng
2021	J	`jnl`	Multi-Anchor Active Domain Adaptation for Semantic Segmentation. CoRR Munan Ning, Donghuan Lu, Dong Wei, Cheng Bian, Chenglang Yuan, Shuang Yu, Kai Ma, Yefeng Zheng
2021	J	`jnl`	Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint. CoRR Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng
2021	—	`conf`	Noisy Labels are Treasure: Mean-Teacher-Assisted Confident Learning for Hepatic Vessel Segmentation. MICCAI (1) Zhe Xu, Donghuan Lu, Yixin Wang, Jie Luo, Jagadeesan Jayender, Kai Ma, Yefeng Zheng, Xiu Li
2021	J	`jnl`	Noisy Labels are Treasure: Mean-Teacher-Assisted Confident Learning for Hepatic Vessel Segmentation. CoRR Zhe Xu, Donghuan Lu, Yixin Wang, Jie Luo, Jayender Jagadeesan, Kai Ma, Yefeng Zheng, Xiu Li
2021	J	`jnl`	Pairwise learning for medical image segmentation. Medical Image Anal. Renzhen Wang, Shilei Cao, Kai Ma, Yefeng Zheng, Deyu Meng
2021	J	`jnl`	RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation. CoRR Cong Xie, Shilei Cao, Dong Wei, Hongyu Zhou, Kai Ma, Xianli Zhang, Buyue Qian, Liansheng Wang, Yefeng Zheng
2021	—	`conf`	Recist-Net: Lesion Detection Via Grouping Keypoints On Recist-Based Annotation. ISBI Cong Xie, Shilei Cao, Dong Wei, Hongyu Zhou, Kai Ma, Xianli Zhang, Buyue Qian, Liansheng Wang, Yefeng Zheng
2021	J	`jnl`	Residual Moment Loss for Medical Image Segmentation. CoRR Quanziang Wang, Renzhen Wang, Yuexiang Li, Kai Ma, Yefeng Zheng, Deyu Meng
2021	J	`jnl`	Revisiting Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship. CoRR Quanziang Wang, Yuexiang Li, Dong Wei, Renzhen Wang, Kai Ma, Yefeng Zheng, Deyu Meng
2021	J	`jnl`	S-CUDA: Self-cleansing unsupervised domain adaptation for medical image segmentation. Medical Image Anal. Luyan Liu, Zhengdong Zhang, Shuai Li, Kai Ma, Yefeng Zheng
2021	—	`conf`	Seg4Reg+: Consistency Learning Between Spine Segmentation and Cobb Angle Regression. MICCAI (5) Yi Lin, Luyan Liu, Kai Ma, Yefeng Zheng
2021	—	`conf`	Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images. MICCAI (8) Hong Liu, Dong Wei, Donghuan Lu, Yuexiang Li, Kai Ma, Liansheng Wang, Yefeng Zheng
2021	A*	`conf`	Stabilized Medical Image Attacks. ICLR Gege Qi, Lijun Gong, Yibing Song, Kai Ma, Yefeng Zheng
2021	J	`jnl`	Stabilized Medical Image Attacks. CoRR Gege Qi, Lijun Gong, Yibing Song, Kai Ma, Yefeng Zheng
2021	—	`conf`	The Winner of Age Challenge: Going One Step Further From Keypoint Detection to Scleral Spur Localization. ISBI Xing Tao, Chenglang Yuan, Cheng Bian, Yuexiang Li, Kai Ma, Dong Ni, Yefeng Zheng
2021	J	`jnl`	Training Automatic View Planner for Cardiac MR Imaging via Self-Supervision by Spatial Relationship between Views. CoRR Dong Wei, Kai Ma, Yefeng Zheng
2021	—	`conf`	Training Automatic View Planner for Cardiac MR Imaging via Self-supervision by Spatial Relationship Between Views. MICCAI (6) Dong Wei, Kai Ma, Yefeng Zheng
2021	—	`conf`	Triplet-Branch Network with Prior-Knowledge Embedding for Fatigue Fracture Grading. MICCAI (5) Yuexiang Li, Yanping Wang, Guang Lin, Yi Lin, Dong Wei, Qirui Zhang, Kai Ma, Guangming Lu, Zhiqiang Zhang, Yefeng Zheng
2021	—	`conf`	Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification. MICCAI (5) Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
2021	J	`jnl`	Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification. CoRR Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
2020	J	`jnl`	A Deep Learning Method for Improving the Classification Accuracy of SSMVEP-Based BCI. IEEE Trans. Circuits Syst. Zhongke Gao, Tao Yuan, Xinjun Zhou, Chao Ma, Kai Ma, Pan Hui
2020	J	`jnl`	A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks. CoRR Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou
2020	—	`conf`	A Macro-Micro Weakly-Supervised Framework for AS-OCT Tissue Segmentation. MICCAI (5) Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng
2020	J	`jnl`	A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation. CoRR Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng
2020	—	`conf`	Cerebral Aneurysm Rupture Risk Estimation Using XGBoost and Fully Connected Neural Network. CADA@MICCAI Yanfei Liu, Yunqiao Yang, Yi Lin, Yuexiang Li, Dong Wei, Kai Ma, Yefeng Zheng
2020	J	`jnl`	Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs By Comparing Image Representations. CoRR Hong-Yu Zhou, Shuang Yu, Cheng Bian, Yifan Hu, Kai Ma, Yefeng Zheng
2020	—	`conf`	Comparing to Learn: Surpassing ImageNet Pretraining on Radiographs by Comparing Image Representations. MICCAI (1) Hong-Yu Zhou, Shuang Yu, Cheng Bian, Yifan Hu, Kai Ma, Yefeng Zheng
2020	J	`jnl`	Computer-Aided Cervical Cancer Diagnosis Using Time-Lapsed Colposcopic Images. IEEE Trans. Medical Imaging Yuexiang Li, Jiawei Chen, Peng Xue, Chao Tang, Jia Chang, Chunyan Chu, Kai Ma, Qing Li, Yefeng Zheng, Youlin Qiao
2020	J	`jnl`	Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network. IEEE Trans. Medical Imaging Shuxin Wang, Shilei Cao, Zhizhong Chai, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng
2020	A*	`conf`	Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift. IJCAI Qinming Zhang, Luyan Liu, Kai Ma, Cheng Zhuo, Yefeng Zheng
2020	J	`jnl`	Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift. CoRR Qinming Zhang, Luyan Liu, Kai Ma, Cheng Zhuo, Yefeng Zheng
2020	—	`conf`	Deep Image Clustering with Category-Style Representation. ECCV (14) Junjie Zhao, Donghuan Lu, Kai Ma, Yu Zhang, Yefeng Zheng
2020	J	`jnl`	Deep Image Clustering with Category-Style Representation. CoRR Junjie Zhao, Donghuan Lu, Kai Ma, Yu Zhang, Yefeng Zheng
2020	—	`conf`	Difficulty-Aware Glaucoma Classification with Multi-rater Consensus Modeling. MICCAI (1) Shuang Yu, Hong-Yu Zhou, Kai Ma, Cheng Bian, Chunyan Chu, Hanruo Liu, Yefeng Zheng
2020	J	`jnl`	Difficulty-aware Glaucoma Classification with Multi-Rater Consensus Modeling. CoRR Shuang Yu, Hong-Yu Zhou, Kai Ma, Cheng Bian, Chunyan Chu, Hanruo Liu, Yefeng Zheng
2020	—	`conf`	Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications. MICCAI (2) Lijun Gong, Kai Ma, Yefeng Zheng
2020	J	`jnl`	Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications. CoRR Lijun Gong, Kai Ma, Yefeng Zheng
2020	—	`conf`	Dual Adversarial Network for Deep Active Learning. ECCV (24) Shuo Wang, Yuexiang Li, Kai Ma, Ruhui Ma, Haibing Guan, Yefeng Zheng
2020	J	`jnl`	Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank. IEEE J. Biomed. Health Informatics Yuexiang Li, Dong Wei, Jiawei Chen, Shilei Cao, Hongyu Zhou, Yanchun Zhu, Jianrong Wu, Lan Lan, Wenbo Sun, Tianyi Qian, Kai Ma, Haibo Xu, Yefeng Zheng
2020	—	`conf`	Ensembled ResUnet for Anatomical Brain Barriers Segmentation. MICCAI (Challenges) Munan Ning, Cheng Bian, Chenglang Yuan, Kai Ma, Yefeng Zheng
2020	J	`jnl`	Ensembled ResUnet for Anatomical Brain Barriers Segmentation. CoRR Munan Ning, Cheng Bian, Chenglang Yuan, Kai Ma, Yefeng Zheng
2020	—	`conf`	GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy. MICCAI (5) Shaoteng Liu, Lijun Gong, Kai Ma, Yefeng Zheng
2020	J	`jnl`	GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic Retinopathy. CoRR Shaoteng Liu, Lijun Gong, Kai Ma, Yefeng Zheng
2020	A*	`conf`	Generative Adversarial Networks for Video-to-Video Domain Adaptation. AAAI Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng
2020	J	`jnl`	Generative Adversarial Networks for Video-to-Video Domain Adaptation. CoRR Jiawei Chen, Yuexiang Li, Kai Ma, Yefeng Zheng
2020	—	`conf`	Instance-Aware Self-supervised Learning for Nuclei Segmentation. MICCAI (5) Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng
2020	J	`jnl`	Instance-aware Self-supervised Learning for Nuclei Segmentation. CoRR Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng
2020	A*	`conf`	LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation. CVPR Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng
2020	J	`jnl`	LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation. CoRR Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng
2020	—	`conf`	Learning Crisp Edge Detector Using Logical Refinement Network. MICCAI (4) Luyan Liu, Kai Ma, Yefeng Zheng
2020	J	`jnl`	Learning Crisp Edge Detector Using Logical Refinement Network. CoRR Luyan Liu, Kai Ma, Yefeng Zheng
2020	—	`conf`	Learning and Exploiting Interclass Visual Correlations for Medical Image Classification. MICCAI (1) Dong Wei, Shilei Cao, Kai Ma, Yefeng Zheng
2020	J	`jnl`	Learning and Exploiting Interclass Visual Correlations for Medical Image Classification. CoRR Dong Wei, Shilei Cao, Kai Ma, Yefeng Zheng
2020	—	`conf`	Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning. MICCAI (1) Junde Wu, Shuang Yu, Wenting Chen, Kai Ma, Rao Fu, Hanruo Liu, Xiaoguang Di, Yefeng Zheng
2020	J	`jnl`	Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning. CoRR Junde Wu, Shuang Yu, Wenting Chen, Kai Ma, Rao Fu, Hanruo Liu, Xiaoguang Di, Yefeng Zheng
2020	—	`conf`	MI MICCAI (2) Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng
2020	J	`jnl`	MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint. CoRR Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng
2020	J	`jnl`	Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification. CoRR Wenao Ma, Shuang Yu, Kai Ma, Jiexiang Wang, Xinghao Ding, Yefeng Zheng
2020	J	`jnl`	Quality Control of Neuron Reconstruction Based on Deep Learning. CoRR Donghuan Lu, Sujun Zhao, Peng Xie, Kai Ma, Lijuan Liu, Yefeng Zheng
2020	—	`conf`	Revisiting Rubik's Cube: Self-supervised Learning with Volume-Wise Transformation for 3D Medical Image Segmentation. MICCAI (4) Xing Tao, Yuexiang Li, Wenhui Zhou, Kai Ma, Yefeng Zheng
2020	J	`jnl`	Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation. CoRR Xing Tao, Yuexiang Li, Wenhui Zhou, Kai Ma, Yefeng Zheng
2020	J	`jnl`	Rubik's Cube+: A self-supervised feature learning framework for 3D medical image analysis. Medical Image Anal. Jiuwen Zhu, Yuexiang Li, Yifan Hu, Kai Ma, S. Kevin Zhou, Yefeng Zheng
2020	J	`jnl`	Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation. CoRR Yuexiang Li, Jiawei Chen, Xinpeng Xie, Kai Ma, Yefeng Zheng
2020	—	`conf`	Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-supervised Medical Image Segmentation. MICCAI (1) Yuexiang Li, Jiawei Chen, Xinpeng Xie, Kai Ma, Yefeng Zheng
2020	—	`conf`	Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation. ECCV (20) Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng
2020	—	`conf`	Superpixel-Guided Label Softening for Medical Image Segmentation. MICCAI (4) Hang Li, Dong Wei, Shilei Cao, Kai Ma, Liansheng Wang, Yefeng Zheng
2020	J	`jnl`	Superpixel-Guided Label Softening for Medical Image Segmentation. CoRR Hang Li, Dong Wei, Shilei Cao, Kai Ma, Liansheng Wang, Yefeng Zheng
2020	—	`conf`	TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification. MICCAI (5) Wenting Chen, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng
2020	J	`jnl`	TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification. CoRR Wenting Chen, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng
2020	J	`jnl`	Uncertainty-aware domain alignment for anatomical structure segmentation. Medical Image Anal. Cheng Bian, Chenglang Yuan, Jiexiang Wang, Meng Li, Xin Yang, Shuang Yu, Kai Ma, Jin Yuan, Yefeng Zheng
2019	J	`jnl`	Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster. CoRR Qingbin Shao, Lijun Gong, Kai Ma, Hualuo Liu, Yefeng Zheng
2019	—	`conf`	Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-scale Booster. MICCAI (6) Qingbin Shao, Lijun Gong, Kai Ma, Hualuo Liu, Yefeng Zheng
2019	J	`jnl`	Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks. CoRR Chenglang Yuan, Cheng Bian, Hongjian Kang, Shu Liang, Kai Ma, Yefeng Zheng
2019	J	`jnl`	Med3D: Transfer Learning for 3D Medical Image Analysis. CoRR Sihong Chen, Kai Ma, Yefeng Zheng
2019	—	`conf`	Multi-task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification. MICCAI (1) Wenao Ma, Shuang Yu, Kai Ma, Jiexiang Wang, Xinghao Ding, Yefeng Zheng
2019	—	`conf`	Pairwise Semantic Segmentation via Conjugate Fully Convolutional Network. MICCAI (6) Renzhen Wang, Shilei Cao, Kai Ma, Deyu Meng, Yefeng Zheng
2019	—	`conf`	Seg4Reg Networks for Automated Spinal Curvature Estimation. CSI@MICCAI Yi Lin, Hong-Yu Zhou, Kai Ma, Xin Yang, Yefeng Zheng
2019	—	`conf`	Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube. MICCAI (4) Xinrui Zhuang, Yuexiang Li, Yifan Hu, Kai Ma, Yujiu Yang, Yefeng Zheng
2019	J	`jnl`	Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube. CoRR Xinrui Zhuang, Yuexiang Li, Yifan Hu, Kai Ma, Yujiu Yang, Yefeng Zheng
2019	J	`jnl`	Semi-supervised Breast Lesion Detection in Ultrasound Video Based on Temporal Coherence. CoRR Sihong Chen, Weiping Yu, Kai Ma, Xinlong Sun, Xiaona Lin, Desheng Sun, Yefeng Zheng
2019	J	`jnl`	TAN: Temporal Affine Network for Real-Time Left Ventricle Anatomical Structure Analysis Based on 2D Ultrasound Videos. CoRR Sihong Chen, Kai Ma, Yefeng Zheng
2019	J	`jnl`	Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images. CoRR Jiexiang Wang, Cheng Bian, Meng Li, Xin Yang, Kai Ma, Wenao Ma, Jin Yuan, Xinghao Ding, Yefeng Zheng
2019	A*	`conf`	X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks. CVPR Xingde Ying, Heng Guo, Kai Ma, Jian Wu, Zhengxin Weng, Yefeng Zheng
2019	J	`jnl`	X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks. CoRR Xingde Ying, Heng Guo, Kai Ma, Jian Wu, Zhengxin Weng, Yefeng Zheng