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2020 – today
- 2023
[j10]Jiafei Lyu, Yu Yang, Jiangpeng Yan
, Xiu Li:
Value activation for bias alleviation: Generalized-activated deep double deterministic policy gradients. Neurocomputing 518: 70-81 (2023)- [j9]Zhe Xu, Yixin Wang, Donghuan Lu, Xiangde Luo, Jiangpeng Yan, Yefeng Zheng, Raymond Kai-Yu Tong:
Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation. Medical Image Anal. 88: 102880 (2023) - [c20]Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li:
Uncertainty-Driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning. ECAI 2023: 3018-3025 - [c19]Wentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li, Jianhua Yao:
Human-Machine Interactive Tissue Prototype Learning for Label-Efficient Histopathology Image Segmentation. IPMI 2023: 679-691 - [c18]Zhe Xu, Donghuan Lu, Jiangpeng Yan, Jinghan Sun, Jie Luo, Dong Wei, Sarah F. Frisken, Quanzheng Li, Yefeng Zheng, Raymond Kai-Yu Tong:
Category-Level Regularized Unlabeled-to-Labeled Learning for Semi-supervised Prostate Segmentation with Multi-site Unlabeled Data. MICCAI (4) 2023: 3-13 - [c17]Zhe Xu, Jiangpeng Yan, Donghuan Lu, Yixin Wang, Jie Luo, Yefeng Zheng, Raymond Kai-Yu Tong:
Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels. MICCAI (7) 2023: 99-109 - [i22]Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li:
Uncertainty-driven Trajectory Truncation for Model-based Offline Reinforcement Learning. CoRR abs/2304.04660 (2023) - [i21]Chunming He, Kai Li, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang, Xiu Li, Yaowei Wang:
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance. CoRR abs/2307.07829 (2023) - [i20]Wentao Pan, Zhe Xu, Jiangpeng Yan, Zihan Wu, Raymond Kai-Yu Tong, Xiu Li, Jianhua Yao:
Semi-supervised Semantic Segmentation Meets Masked Modeling: Fine-grained Locality Learning Matters in Consistency Regularization. CoRR abs/2312.08631 (2023) - 2022
- [j8]Jiangpeng Yan, Hanbo Chen, Xiu Li, Jianhua Yao:
Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis. Comput. Medical Imaging Graph. 97: 102053 (2022) - [j7]Yimin Ou, Rui Yang, Lufan Ma, Yong Liu, Jiangpeng Yan, Shang Xu, Chengjie Wang, Xiu Li:
UniInst: Unique representation for end-to-end instance segmentation. Neurocomputing 514: 551-562 (2022) - [j6]Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong:
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation. IEEE J. Biomed. Health Informatics 26(7): 3174-3184 (2022) - [j5]Zhe Xu, Donghuan Lu, Jie Luo, Yixin Wang, Jiangpeng Yan, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong:
Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image Segmentation. IEEE Trans. Medical Imaging 41(11): 3062-3073 (2022) - [c16]Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li:
Efficient Continuous Control with Double Actors and Regularized Critics. AAAI 2022: 7655-7663 - [c15]Jiawei Yang, Hanbo Chen, Jiangpeng Yan, Xiaoyu Chen, Jianhua Yao:
Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning. ICLR 2022 - [c14]Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Sarah F. Frisken, Jayender Jagadeesan, William M. Wells III, Xiu Li, Yefeng Zheng, Raymond Kai-Yu Tong:
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-Based Abdominal Registration. MICCAI (6) 2022: 14-24 - [c13]Xihui Li, Zhongjian Qiao, Aicheng Gong, Jiafei Lyu, ChengHui Yu, Jiangpeng Yan, Xiu Li:
PRAG: Periodic Regularized Action Gradient for Efficient Continuous Control. PRICAI (3) 2022: 106-119 - [i19]Jiawei Yang, Hanbo Chen, Jiangpeng Yan, Xiaoyu Chen, Jianhua Yao:
Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning. CoRR abs/2202.09059 (2022) - [i18]Sharib Ali, Noha M. Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, Jiangpeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithami, Amr Ahmed, Michael A. Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E. Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E. East:
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. CoRR abs/2202.12031 (2022) - [i17]Yimin Ou, Rui Yang, Lufan Ma, Yong Liu, Jiangpeng Yan, Shang Xu, Chengjie Wang, Xiu Li:
UniInst: Unique Representation for End-to-End Instance Segmentation. CoRR abs/2205.12646 (2022) - [i16]Jiangpeng Yan, ChengHui Yu, Hanbo Chen, Zhe Xu, Junzhou Huang, Xiu Li, Jianhua Yao:
Seeking Common Ground While Reserving Differences: Multiple Anatomy Collaborative Framework for Undersampled MRI Reconstruction. CoRR abs/2206.07364 (2022) - [i15]Chenghui Yu, Mingkang Tang, ShengGe Yang, Mingqing Wang, Zhe Xu, Jiangpeng Yan, Hanmo Chen, Yu Yang, Xiao-Jun Zeng, Xiu Li:
Towards Better Dermoscopic Image Feature Representation Learning for Melanoma Classification. CoRR abs/2207.07303 (2022) - [i14]Wentao Pan, Jiangpeng Yan, Hanbo Chen, Jiawei Yang, Zhe Xu, Xiu Li, Jianhua Yao:
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation. CoRR abs/2211.14491 (2022) - 2021
- [j4]Zhe Xu, Jie Luo, Jiangpeng Yan, Xiu Li, Jagadeesan Jayender:
F3RNet: full-resolution residual registration network for deformable image registration. Int. J. Comput. Assist. Radiol. Surg. 16(6): 923-932 (2021) - [c12]Zhe Xu, Jiangpeng Yan, Jie Luo, Xiu Li, Jayender Jagadeesan:
Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance. ICASSP 2021: 1225-1229 - [c11]Lufan Ma, Bin Dong, Jiangpeng Yan, Xiu Li:
Matting Enhanced Mask R-CNN. ICME 2021: 1-6 - [c10]Chenghui Yu, Mingkang Tang, ShengGe Yang, Mingqing Wang, Zhe Xu, Jiangpeng Yan, Hanmo Chen, Yu Yang, Xiao-Jun Zeng, Xiu Li:
Towards Better Dermoscopic Image Feature Representation Learning for Melanoma Classification. ICONIP (4) 2021: 550-561 - [c9]Feng Luo, Xiu Li, Bin-Bin Gao, Jiangpeng Yan:
A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation. IJCNN 2021: 1-8 - [c8]ChengHui Yu, Jiangpeng Yan, Xiu Li:
Parallel Res2Net-based Network with ReverseAttention for Polyp Segmentation. EndoCV@ISBI 2021: 17-26 - [c7]Zhe Xu, Jiangpeng Yan, Jie Luo, William M. Wells III, Xiu Li, Jayender Jagadeesan:
Unimodal Cyclic Regularization For Training Multimodal Image Registration Networks. ISBI 2021: 1660-1664 - [c6]Jiangpeng Yan, Hanbo Chen, Kang Wang, Yan Ji, Yuyao Zhu, Jingjing Li, Dong Xie, Zhe Xu, Junzhou Huang, Shuqun Cheng, Xiu Li, Jianhua Yao:
Hierarchical Attention Guided Framework for Multi-resolution Collaborative Whole Slide Image Segmentation. MICCAI (8) 2021: 153-163 - [c5]Hanbo Chen, Kang Wang, Yuyao Zhu, Jiangpeng Yan, Yan Ji, Jingjing Li, Dong Xie, Junzhou Huang, Shuqun Cheng, Jianhua Yao:
From Pixel to Whole Slide: Automatic Detection of Microvascular Invasion in Hepatocellular Carcinoma on Histopathological Image via Cascaded Networks. MICCAI (8) 2021: 196-205 - [c4]Lufan Ma, Tiancai Wang, Bin Dong, Jiangpeng Yan, Xiu Li, Xiangyu Zhang:
Implicit Feature Refinement for Instance Segmentation. ACM Multimedia 2021: 3088-3096 - [i13]Rui Yang, Jiafei Lyu, Yu Yang, Jiangpeng Yan, Feng Luo, Dijun Luo, Lanqing Li, Xiu Li:
Bias-reduced multi-step hindsight experience replay. CoRR abs/2102.12962 (2021) - [i12]Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li:
Efficient Continuous Control with Double Actors and Regularized Critics. CoRR abs/2106.03050 (2021) - [i11]Feng Luo, Bin-Bin Gao, Jiangpeng Yan, Xiu Li:
A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation. CoRR abs/2106.10213 (2021) - [i10]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:
Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration. CoRR abs/2107.02433 (2021) - [i9]Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong:
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation. CoRR abs/2109.13930 (2021) - [i8]Lufan Ma, Tiancai Wang, Bin Dong, Jiangpeng Yan, Xiu Li, Xiangyu Zhang:
Implicit Feature Refinement for Instance Segmentation. CoRR abs/2112.04709 (2021) - [i7]Jiafei Lyu, Yu Yang, Jiangpeng Yan, Xiu Li:
Value Activation for Bias Alleviation: Generalized-activated Deep Double Deterministic Policy Gradients. CoRR abs/2112.11216 (2021) - 2020
- [j3]Chao Lu, Jiafei Lyu, Liming Zhang, Aicheng Gong, Yipeng Fan, Jiangpeng Yan, Xiu Li:
Nuclear Power Plants With Artificial Intelligence in Industry 4.0 Era: Top-Level Design and Current Applications - A Systemic Review. IEEE Access 8: 194315-194332 (2020) - [j2]Jiangpeng Yan, Shou Chen, Yongbing Zhang, Xiu Li:
Neural Architecture Search for compressed sensing Magnetic Resonance image reconstruction. Comput. Medical Imaging Graph. 85: 101784 (2020) - [c3]Lingxiao Zhang, Jiangpeng Yan, Yujiu Yang, Li Xiu:
Match4Rec: A Novel Recommendation Algorithm Based on Bidirectional Encoder Representation with the Matching Task. ICONIP (3) 2020: 491-503 - [c2]Zhe Xu, Jie Luo, Jiangpeng Yan, Ritvik Pulya, Xiu Li, William M. Wells III, Jayender Jagadeesan:
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration. MICCAI (3) 2020: 222-232 - [i6]Jiangpeng Yan, Shuo Chen, Xiu Li, Yongbing Zhang:
Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction. CoRR abs/2002.09625 (2020) - [i5]Zhe Xu, Jie Luo, Jiangpeng Yan, Ritvik Pulya, Xiu Li, William M. Wells III, Jayender Jagadeesan:
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration. CoRR abs/2007.02790 (2020) - [i4]Lingxiao Zhang, Jiangpeng Yan, Yujiu Yang, Xiu Li:
Match4Rec: A Novel Recommendation Algorithm Based on Bidirectional Encoder Representation with Matching Task. CoRR abs/2008.13345 (2020) - [i3]Zhe Xu, Jie Luo, Jiangpeng Yan, Xiu Li, Jagadeesan Jayender:
F3RNet: Full-Resolution Residual Registration Network for Multimodal Image Registration. CoRR abs/2009.07151 (2020) - [i2]Zhe Xu, Jiangpeng Yan, Jie Luo, William M. Wells III, Xiu Li, Jayender Jagadeesan:
Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks. CoRR abs/2011.06214 (2020) - [i1]Zhe Xu, Jiangpeng Yan, Jie Luo, Xiu Li, Jayender Jagadeesan:
Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance. CoRR abs/2011.06216 (2020)
2010 – 2019
- 2019
- [j1]Xiu Li, Rujiao Long, Jiangpeng Yan, Kun Jin, Jihae Lee:
TANet: A Tiny Plankton Classification Network for Mobile Devices. Mob. Inf. Syst. 2019: 6536925:1-6536925:8 (2019) - 2017
- [c1]Jiangpeng Yan, Xiu Li, Zuoying Cui:
A More Efficient CNN Architecture for Plankton Classification. CCCV (3) 2017: 198-208
Coauthor Index
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