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Nanjun He
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2020 – today
- 2024
- [j17]Yuexiang Li
, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng:
Improving vision transformer for medical image classification via token-wise perturbation. J. Vis. Commun. Image Represent. 98: 104022 (2024) - [j16]Yunlu Yan, Hong Wang, Yawen Huang, Nanjun He, Lei Zhu, Yong Xu, Yuexiang Li, Yefeng Zheng:
Cross-Modal Vertical Federated Learning for MRI Reconstruction. IEEE J. Biomed. Health Informatics 28(11): 6384-6394 (2024) - [j15]Qingsong Xie
Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training. IEEE Trans. Medical Imaging 43(1): 4-14 (2024) - 2023
- [j14]Qi Bi
MIL-ViT: A multiple instance vision transformer for fundus image classification. J. Vis. Commun. Image Represent. 97: 103956 (2023) - [j13]Yuxuan Shi
A deep weakly semi-supervised framework for endoscopic lesion segmentation. Medical Image Anal. 90: 102973 (2023) - [c10]Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem
AdaptiveMix: Improving GAN Training via Feature Space Shrinkage. CVPR 2023: 16219-16229 - [i6]Yuexiang Li, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng:
A New Perspective to Boost Vision Transformer for Medical Image Classification. CoRR abs/2301.00989 (2023) - [i5]Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng:
Improving GAN Training via Feature Space Shrinkage. CoRR abs/2303.01559 (2023) - [i4]Yunlu Yan, Hong Wang, Yawen Huang, Nanjun He, Lei Zhu, Yuexiang Li, Yong Xu, Yefeng Zheng:
Cross-Modal Vertical Federated Learning for MRI Reconstruction. CoRR abs/2306.02673 (2023) - 2022
- [j12]Hong Wang
DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images. IEEE Trans. Medical Imaging 41(4): 869-880 (2022) - [c9]Yuexiang Li, Nanjun He, Yawen Huang:
Single Domain Generalization via Spontaneous Amplitude Spectrum Diversification. REMIA@MICCAI 2022: 32-41 - [c8]Yao Zhang
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation. MICCAI (5) 2022: 107-117 - [c7]Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng:
Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays. MICCAI (3) 2022: 249-260 - [c6]Wentian Zhang, Xu Sun
A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images. MICCAI (2) 2022: 656-666 - [i3]Haozhe Liu, Haoqin Ji, Yuexiang Li, Nanjun He, Haoqian Wu, Feng Liu, Linlin Shen, Yefeng Zheng:
Robust Representation via Dynamic Feature Aggregation. CoRR abs/2205.07466 (2022) - [i2]Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng:
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation. CoRR abs/2206.02425 (2022) - [i1]Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng:
A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays. CoRR abs/2209.01988 (2022) - 2021
- [j11]Ran Cao, Leyuan Fang
Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 18(1): 43-47 (2021) - [j10]Jie Xie
Multiscale Densely-Connected Fusion Networks for Hyperspectral Images Classification. IEEE Trans. Circuits Syst. Video Technol. 31(1): 246-259 (2021) - [j9]He Zhao
Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features. IEEE Trans. Medical Imaging 40(12): 3641-3651 (2021) - [c5]Shuang Yu, Kai Ma, Qi Bi
MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification. MICCAI (8) 2021: 45-54 - [c4]Yuexiang Li, Nanjun He, Sixiang Peng, Kai Ma, Yefeng Zheng:
Deep Reinforcement Exemplar Learning for Annotation Refinement. MICCAI (8) 2021: 487-496 - 2020
- [j8]Nanjun He, Leyuan Fang, Antonio Plaza
Hybrid first and second order attention Unet for building segmentation in remote sensing images. Sci. China Inf. Sci. 63(4) (2020) - [j7]Leyuan Fang
Multiscale CNNs Ensemble Based Self-Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(9): 1593-1597 (2020) - [j6]Nanjun He
Skip-Connected Covariance Network for Remote Sensing Scene Classification. IEEE Trans. Neural Networks Learn. Syst. 31(5): 1461-1474 (2020)
2010 – 2019
- 2019
- [j5]Nanjun He, Mercedes Eugenia Paoletti
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(2): 755-769 (2019) - [j4]Jie Xie
Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 57(9): 6916-6928 (2019) - [c3]Nanjun He, Leyuan Fang, Yi Li, Antonio Plaza
High-Order Self-Attention Network for Remote Sensing Scene Classification. IGARSS 2019: 3013-3016 - 2018
- [j3]Leyuan Fang
Extinction Profiles Fusion for Hyperspectral Images Classification. IEEE Trans. Geosci. Remote. Sens. 56(3): 1803-1815 (2018) - [j2]Leyuan Fang
A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation. IEEE Trans. Geosci. Remote. Sens. 56(6): 3534-3546 (2018) - [j1]Nanjun He, Leyuan Fang
Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling. IEEE Trans. Geosci. Remote. Sens. 56(12): 6899-6910 (2018) - [c2]Nanjun He, Leyuan Fang, Shutao Li, Antonio J. Plaza
Covariance Matrix Based Feature Fusion for Scene Classification. IGARSS 2018: 3587-3590 - 2017
- [c1]Nanjun He, Leyuan Fang, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson:
Hyperspectral images classification by fusing extinction profiles feature. IGARSS 2017: 2267-2270
Coauthor Index
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