Hyperspectral images classification by fusing extinction profiles feature. - Nanjun He; Leyuan Fang; Shutao Li; Pedram Ghamisi; Jón Atli Benediktsson (IGARSS, 2017)

Covariance Matrix Based Feature Fusion for Scene Classification. - Nanjun He; Leyuan Fang; Shutao Li; Antonio J. Plaza (IGARSS, 2018)

Extinction Profiles Fusion for Hyperspectral Images Classification. - Leyuan Fang; Nanjun He; Shutao Li; Pedram Ghamisi; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2018)

A New Spatial-Spectral Feature Extraction Method for Hyperspectral Images Using Local Covariance Matrix Representation. - Leyuan Fang; Nanjun He; Shutao Li; Antonio J. Plaza; Javier Plaza (IEEE Trans. Geosci. Remote. Sens., 2018)

Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling. - Nanjun He; Leyuan Fang; Shutao Li; Antonio Plaza; Javier Plaza (IEEE Trans. Geosci. Remote. Sens., 2018)

High-Order Self-Attention Network for Remote Sensing Scene Classification. - Nanjun He; Leyuan Fang; Yi Li; Antonio Plaza (IGARSS, 2019)

Feature Extraction With Multiscale Covariance Maps for Hyperspectral Image Classification. - Nanjun He; Mercedes Eugenia Paoletti; Juan Mario Haut; Leyuan Fang; Shutao Li; Antonio Plaza; Javier Plaza (IEEE Trans. Geosci. Remote. Sens., 2019)

Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification. - Jie Xie 002; Nanjun He; Leyuan Fang; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2019)

Hybrid first and second order attention Unet for building segmentation in remote sensing images. - Nanjun He; Leyuan Fang; Antonio Plaza (Sci. China Inf. Sci., 2020)

Multiscale CNNs Ensemble Based Self-Learning for Hyperspectral Image Classification. - Leyuan Fang; Wenke Zhao; Nanjun He; Jian Zhu 006 (IEEE Geosci. Remote. Sens. Lett., 2020)

Skip-Connected Covariance Network for Remote Sensing Scene Classification. - Nanjun He; Leyuan Fang; Shutao Li; Javier Plaza; Antonio Plaza (IEEE Trans. Neural Networks Learn. Syst., 2020)

Deep Reinforcement Exemplar Learning for Annotation Refinement. - Yuexiang Li; Nanjun He; Sixiang Peng; Kai Ma 002; Yefeng Zheng 001 (MICCAI (8), 2021)

MIL-VT: Multiple Instance Learning Enhanced Vision Transformer for Fundus Image Classification. - Shuang Yu; Kai Ma 002; Qi Bi; Cheng Bian; Munan Ning; Nanjun He; Yuexiang Li; Hanruo Liu; Yefeng Zheng 001 (MICCAI (8), 2021)

Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification. - Ran Cao; Leyuan Fang; Ting Lu 002; Nanjun He (IEEE Geosci. Remote. Sens. Lett., 2021)

Multiscale Densely-Connected Fusion Networks for Hyperspectral Images Classification. - Jie Xie 002; Nanjun He; Leyuan Fang; Pedram Ghamisi (IEEE Trans. Circuits Syst. Video Technol., 2021)

Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features. - He Zhao 002; Yuexiang Li; Nanjun He; Kai Ma 002; Leyuan Fang; Huiqi Li; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2021)

Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays. - Haoqin Ji; Haozhe Liu; Yuexiang Li; Jinheng Xie; Nanjun He; Yawen Huang; Dong Wei 004; Xinrong Chen; Linlin Shen; Yefeng Zheng 001 (MICCAI (3), 2022)

Single Domain Generalization via Spontaneous Amplitude Spectrum Diversification. - Yuexiang Li; Nanjun He; Yawen Huang (REMIA@MICCAI, 2022)

mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation. - Yao Zhang 010; Nanjun He; Jiawei Yang 002; Yuexiang Li; Dong Wei 004; Yawen Huang; Yang Zhang 002; Zhiqiang He 002; Yefeng Zheng 001 (MICCAI (5), 2022)

A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images. - Wentian Zhang; Xu Sun 006; Yuexiang Li; Haozhe Liu; Nanjun He; Feng Liu 013; Yefeng Zheng 001 (MICCAI (2), 2022)

Robust Representation via Dynamic Feature Aggregation. - Haozhe Liu; Haoqin Ji; Yuexiang Li; Nanjun He; Haoqian Wu; Feng Liu 013; Linlin Shen; Yefeng Zheng 001 (CoRR, 2022)

A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays. - Haoqin Ji; Haozhe Liu; Yuexiang Li; Jinheng Xie; Nanjun He; Yawen Huang; Dong Wei 004; Xinrong Chen; Linlin Shen; Yefeng Zheng 001 (CoRR, 2022)

DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images. - Hong Wang 021; Yuexiang Li; Nanjun He; Kai Ma 002; Deyu Meng; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2022)

AdaptiveMix: Improving GAN Training via Feature Space Shrinkage. - Haozhe Liu; Wentian Zhang; Bing Li 024; Haoqian Wu; Nanjun He; Yawen Huang; Yuexiang Li; Bernard Ghanem; Yefeng Zheng 001 (CVPR, 2023)

A New Perspective to Boost Vision Transformer for Medical Image Classification. - Yuexiang Li; Yawen Huang; Nanjun He; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2023)

Improving GAN Training via Feature Space Shrinkage. - Haozhe Liu; Wentian Zhang; Bing Li 024; Haoqian Wu; Nanjun He; Yawen Huang; Yuexiang Li; Bernard Ghanem; Yefeng Zheng 001 (CoRR, 2023)

Cross-Modal Vertical Federated Learning for MRI Reconstruction. - Yunlu Yan; Hong Wang 021; Yawen Huang; Nanjun He; Lei Zhu 002; Yuexiang Li; Yong Xu 001; Yefeng Zheng 001 (CoRR, 2023)

MIL-ViT: A multiple instance vision transformer for fundus image classification. - Qi Bi; Xu Sun 006; Shuang Yu; Kai Ma 002; Cheng Bian; Munan Ning; Nanjun He; Yawen Huang; Yuexiang Li; Hanruo Liu; Yefeng Zheng 001 (J. Vis. Commun. Image Represent., 2023)

A deep weakly semi-supervised framework for endoscopic lesion segmentation. - Yuxuan Shi; Hong Wang 021; Haoqin Ji; Haozhe Liu; Yuexiang Li; Nanjun He; Dong Wei 004; Yawen Huang; Qi Dai; Jianrong Wu; Xinrong Chen; Yefeng Zheng 001; et al. (Medical Image Anal., 2023)

Improving vision transformer for medical image classification via token-wise perturbation. - Yuexiang Li; Yawen Huang; Nanjun He; Kai Ma 002; Yefeng Zheng 001 (J. Vis. Commun. Image Represent., 2024)

Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training. - Qingsong Xie; Yuexiang Li; Nanjun He; Munan Ning; Kai Ma 002; Guoxing Wang; Yong Lian 001; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2024)

Cross-Modal Vertical Federated Learning for MRI Reconstruction. - Yunlu Yan; Hong Wang 021; Yawen Huang; Nanjun He; Lei Zhu 003; Yong Xu 001; Yuexiang Li; Yefeng Zheng 001 (IEEE J. Biomed. Health Informatics, 2024)