Nanjun He

34 papers A* 1C 3Journal 24Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Robust Source-Free Domain Adaptation for Medical Image Segmentation based on Curriculum Learning.
CoRR
Ziqi Zhang, Yuexiang Li, Yawen Huang, Nanjun He, Tao Xu, Liwei Lin, Yefeng Zheng, Shaoxin Li, Feiyue Huang
2024 J jnl
Cross-Modal Vertical Federated Learning for MRI Reconstruction.
IEEE J. Biomed. Health Informatics
Yunlu Yan, Hong Wang, Yawen Huang, Nanjun He, Lei Zhu, Yong Xu, Yuexiang Li, Yefeng Zheng
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
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
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
A deep weakly semi-supervised framework for endoscopic lesion segmentation.
Medical Image Anal.
Yuxuan Shi, Hong Wang, Haoqin Ji, Haozhe Liu, Yuexiang Li, Nanjun He, Dong Wei, Yawen Huang, Qi Dai, Jianrong Wu, Xinrong Chen, Yefeng Zheng, Hongmeng Yu
2023 A* conf
AdaptiveMix: Improving GAN Training via Feature Space Shrinkage.
CVPR
Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng
2023 J jnl
Cross-Modal Vertical Federated Learning for MRI Reconstruction.
CoRR
Yunlu Yan, Hong Wang, Yawen Huang, Nanjun He, Lei Zhu, Yuexiang Li, Yong Xu, Yefeng Zheng
2023 J jnl
Improving GAN Training via Feature Space Shrinkage.
CoRR
Haozhe Liu, Wentian Zhang, Bing Li, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng
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
2022 J jnl
A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays.
CoRR
Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng
2022 — conf
A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images.
MICCAI (2)
Wentian Zhang, Xu Sun, Yuexiang Li, Haozhe Liu, Nanjun He, Feng Liu, 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
Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays.
MICCAI (3)
Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng
2022 J jnl
Robust Representation via Dynamic Feature Aggregation.
CoRR
Haozhe Liu, Haoqin Ji, Yuexiang Li, Nanjun He, Haoqian Wu, Feng Liu, Linlin Shen, Yefeng Zheng
2022 — conf
Single Domain Generalization via Spontaneous Amplitude Spectrum Diversification.
REMIA@MICCAI
Yuexiang Li, Nanjun He, Yawen Huang
2022 — conf
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation.
MICCAI (5)
Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, Yefeng Zheng
2022 J jnl
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation.
CoRR
Yao Zhang, Nanjun He, Jiawei Yang, Yuexiang Li, Dong Wei, Yawen Huang, Yang Zhang, Zhiqiang He, 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 — conf
Deep Reinforcement Exemplar Learning for Annotation Refinement.
MICCAI (8)
Yuexiang Li, Nanjun He, Sixiang Peng, 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
Multiscale Densely-Connected Fusion Networks for Hyperspectral Images Classification.
IEEE Trans. Circuits Syst. Video Technol.
Jie Xie, Nanjun He, Leyuan Fang, Pedram Ghamisi
2021 J jnl
Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Ran Cao, Leyuan Fang, Ting Lu, Nanjun He
2020 J jnl
Hybrid first and second order attention Unet for building segmentation in remote sensing images.
Sci. China Inf. Sci.
Nanjun He, Leyuan Fang, Antonio Plaza
2020 J jnl
Multiscale CNNs Ensemble Based Self-Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Leyuan Fang, Wenke Zhao, Nanjun He, Jian Zhu
2020 J jnl
Skip-Connected Covariance Network for Remote Sensing Scene Classification.
IEEE Trans. Neural Networks Learn. Syst.
Nanjun He, Leyuan Fang, Shutao Li, Javier Plaza, Antonio Plaza
2019 J jnl
Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Nanjun He, Mercedes Eugenia Paoletti, Juan Mario Haut, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
2019 C conf
High-Order Self-Attention Network for Remote Sensing Scene Classification.
IGARSS
Nanjun He, Leyuan Fang, Yi Li, Antonio Plaza
2019 J jnl
Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Jie Xie, Nanjun He, Leyuan Fang, Antonio Plaza
2018 J jnl
A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Nanjun He, Shutao Li, Antonio J. Plaza, Javier Plaza
2018 C conf
Covariance Matrix Based Feature Fusion for Scene Classification.
IGARSS
Nanjun He, Leyuan Fang, Shutao Li, Antonio J. Plaza
2018 J jnl
Extinction Profiles Fusion for Hyperspectral Images Classification.
IEEE Trans. Geosci. Remote. Sens.
Leyuan Fang, Nanjun He, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson
2018 J jnl
Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling.
IEEE Trans. Geosci. Remote. Sens.
Nanjun He, Leyuan Fang, Shutao Li, Antonio Plaza, Javier Plaza
2017 C conf
Hyperspectral images classification by fusing extinction profiles feature.
IGARSS
Nanjun He, Leyuan Fang, Shutao Li, Pedram Ghamisi, Jón Atli Benediktsson