Chuan-Xian Ren

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 66

Top Topics

Domain Adaptation

Top Venues

Pattern Recognit.

IEEE Trans. Cybern.

IEEE Trans. Image Process.

Publications

Yan Wang, Chuan-Xian Ren, Yi-Ming Zhai, You-Wei Luo, Hong Yan
Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation. AAAI (2024)
You-Wei Luo, Chuan-Xian Ren
When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insights. CoRR (2024)
Chuan-Xian Ren, Gengxin Xu, Dao-Qing Dai, Li Lin, Ying Sun, Qing-Shan Liu
Cross-site prognosis prediction for nasopharyngeal carcinoma from incomplete multi-modal data. Medical Image Anal. 93 (2024)
Yiming Zhai, Chuan-Xian Ren, You-Wei Luo, Dao-Qing Dai
Maximizing conditional independence for unsupervised domain adaptation. Sci. China Inf. Sci. 67 (5) (2024)
You-Wei Luo, Chuan-Xian Ren, Xiao-Lin Xu, Qingshan Liu
Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation. CoRR (2024)
Xinhui Li, Mingjia Li, Yaxing Wang, Chuan-Xian Ren, Xiaojie Guo
Adaptive Texture Filtering for Single-Domain Generalized Segmentation. AAAI (2023)
Xinhui Li, Mingjia Li, Yaxing Wang, Chuan-Xian Ren, Xiaojie Guo
Adaptive Texture Filtering for Single-Domain Generalized Segmentation. CoRR (2023)
Ke-Kun Huang, Haotian Yuan, Chuan-Xian Ren, Yue-En Hou, Jieli Duan, Zhou Yang
Hyperspectral Image Classification via Cross-Domain Few-Shot Learning With Kernel Triplet Loss. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Chuan-Xian Ren, You-Wei Luo, Dao-Qing Dai
BuresNet: Conditional Bures Metric for Transferable Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Pengfei Ge, Chuan-Xian Ren, Xiao-Lin Xu, Hong Yan
Unsupervised Domain Adaptation via Deep Conditional Adaptation Network. Pattern Recognit. 134 (2023)
You-Wei Luo, Chuan-Xian Ren
MOT: Masked Optimal Transport for Partial Domain Adaptation. CVPR (2023)
Gengxin Xu, Chuan-Xian Ren
SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like loss. Neurocomputing 523 (2023)
Xiao-Lin Xu, Gengxin Xu, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
Conditional Independence Induced Unsupervised Domain Adaptation. Pattern Recognit. 143 (2023)
Chuan-Xian Ren, Yong Hui Liu, Xi-Wen Zhang, Ke-Kun Huang
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain. CoRR (2022)
Chuan-Xian Ren, Yong Hui Liu, Xiwen Zhang, Ke-Kun Huang
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain. IEEE Trans. Image Process. 31 (2022)
You-Wei Luo, Chuan-Xian Ren
Generalized Label Shift Correction via Minimum Uncertainty Principle: Theory and Algorithm. CoRR (2022)
Yong Hui Liu, Chuan-Xian Ren, Xiao-Lin Xu, Ke-Kun Huang
Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation. CoRR (2022)
Gengxin Xu, Chuan-Xian Ren
SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like loss. CoRR (2022)
Chuan-Xian Ren, Yi-Ming Zhai, You-Wei Luo, Meng-Xue Li
Towards Unsupervised Domain Adaptation via Domain-Transformer. CoRR (2022)
Xiwen Zhang, Weiwen Wang, Chuan-Xian Ren, Dao-Qing Dai
Learning representation for multiple biological networks via a robust graph regularized integration approach. Briefings Bioinform. 23 (1) (2022)
Gengxin Xu, Chen Liu, Jun Liu, Zhongxiang Ding, Feng Shi, Man Guo, Wei Zhao, Xiaoming Li, Ying Wei, Yaozong Gao, Chuan-Xian Ren, Dinggang Shen
Cross-Site Severity Assessment of COVID-19 From CT Images via Domain Adaptation. IEEE Trans. Medical Imaging 41 (1) (2022)
You-Wei Luo, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
Unsupervised Domain Adaptation via Discriminative Manifold Propagation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Yong Hui Liu, Chuan-Xian Ren
A Two-Way alignment approach for unsupervised multi-Source domain adaptation. Pattern Recognit. 124 (2022)
Ke-Kun Huang, Chuan-Xian Ren, Hui Liu, Zhao-Rong Lai, Yu-Feng Yu, Dao-Qing Dai
Hyperspectral Image Classification via Discriminant Gabor Ensemble Filter. IEEE Trans. Cybern. 52 (8) (2022)
Haotian Yuan, Kekun Huang, Chuan-Xian Ren, Yongzhu Xiong, Jieli Duan, Zhou Yang
Pomelo Tree Detection Method Based on Attention Mechanism and Cross-Layer Feature Fusion. Remote. Sens. 14 (16) (2022)
Gengxin Xu, Chen Liu, Jun Liu, Zhongxiang Ding, Feng Shi, Man Guo, Wei Zhao, Xiaoming Li, Ying Wei, Yaozong Gao, Chuan-Xian Ren, Dinggang Shen
Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation. CoRR (2021)
You-Wei Luo, Chuan-Xian Ren
Conditional Bures Metric for Domain Adaptation. CoRR (2021)
Ke-Kun Huang, Chuan-Xian Ren, Hui Liu, Zhao-Rong Lai, Yu-Feng Yu, Dao-Qing Dai
Hyperspectral image classification via discriminative convolutional neural network with an improved triplet loss. Pattern Recognit. 112 (2021)
Chuan-Xian Ren, Pengfei Ge, Pei-Yi Yang, Shuicheng Yan
Learning Target-Domain-Specific Classifier for Partial Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Chuan-Xian Ren, Pengfei Ge, Dao-Qing Dai, Hong Yan
Learning Kernel for Conditional Moment-Matching Discrepancy-Based Image Classification. IEEE Trans. Cybern. 51 (4) (2021)
Chuan-Xian Ren, Jiashi Feng, Dao-Qing Dai, Shuicheng Yan
Heterogeneous Domain Adaptation via Covariance Structured Feature Translators. IEEE Trans. Cybern. 51 (4) (2021)
You-Wei Luo, Chuan-Xian Ren
Conditional Bures Metric for Domain Adaptation. CVPR (2021)
Yuqing Liu, Weiwen Wang, Chuan-Xian Ren, Dao-Qing Dai
MetaCon: Meta Contrastive Learning for Microsatellite Instability Detection. MICCAI (8) (2021)
You-Wei Luo, Chuan-Xian Ren, Zi-Ying Chen
Geometry-Aware Unsupervised Domain Adaptation. CoRR (2021)
Chuan-Xian Ren, Pengfei Ge, Peiyi Yang, Shuicheng Yan
Learning Target Domain Specific Classifier for Partial Domain Adaptation. CoRR (2020)
Chuan-Xian Ren, Pengfei Ge, Dao-Qing Dai, Hong Yan
Learning Kernel for Conditional Moment-Matching Discrepancy-based Image Classification. CoRR (2020)
You-Wei Luo, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
Unsupervised Domain Adaptation via Discriminative Manifold Propagation. CoRR (2020)
Pengfei Ge, Chuan-Xian Ren, Jiashi Feng, Shuicheng Yan
Dual Adversarial Auto-Encoders for Clustering. CoRR (2020)
You-Wei Luo, Chuan-Xian Ren, Pengfei Ge, Ke-Kun Huang, Yu-Feng Yu
Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment. AAAI (2020)
Chuan-Xian Ren, You-Wei Luo, Xiao-Lin Xu, Dao-Qing Dai, Hong Yan
Discriminative Residual Analysis for Image Set Classification With Posture and Age Variations. IEEE Trans. Image Process. 29 (2020)
Pengfei Ge, Chuan-Xian Ren, Dao-Qing Dai, Jiashi Feng, Shuicheng Yan
Dual Adversarial Autoencoders for Clustering. IEEE Trans. Neural Networks Learn. Syst. 31 (4) (2020)
Chuan-Xian Ren, You-Wei Luo, Xiao-Lin Xu, Dao-Qing Dai, Hong Yan
Discriminative Residual Analysis for Image Set Classification with Posture and Age Variations. CoRR (2020)
Mengxue Li, Yiming Zhai, You-Wei Luo, Pengfei Ge, Chuan-Xian Ren
Enhanced Transport Distance for Unsupervised Domain Adaptation. CVPR (2020)
You-Wei Luo, Chuan-Xian Ren, Pengfei Ge, Ke-Kun Huang, Yu-Feng Yu
Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment. CoRR (2020)
Pengfei Ge, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
Domain Adaptation and Image Classification via Deep Conditional Adaptation Network. CoRR (2020)
Chuan-Xian Ren, Bo-Hua Liang, Pengfei Ge, Yiming Zhai, Zhen Lei
Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Chuan-Xian Ren, Xiao-Lin Xu, Hong Yan
Generalized Conditional Domain Adaptation: A Causal Perspective With Low-Rank Translators. IEEE Trans. Cybern. 50 (2) (2020)
Kaixuan Chen, Gengxin Xu, Jiaying Qian, Chuan-Xian Ren
A Bypass-Based U-Net for Medical Image Segmentation. IScIDE (1) (2019)
Chuan-Xian Ren, Bo-Hua Liang, Zhen Lei
Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation. CoRR (2019)
Chuan-Xian Ren, Juzheng Li, Pengfei Ge, Xiao-Lin Xu
Deep metric learning via subtype fuzzy clustering. Pattern Recognit. 90 (2019)
Chuan-Xian Ren, Xiao-Lin Xu, Zhen Lei
A Deep and Structured Metric Learning Method for Robust Person Re-Identification. Pattern Recognit. 96 (2019)
Yu-Feng Yu, Chuan-Xian Ren, Min Jiang, Man-Yu Sun, Dao-Qing Dai, Guodong Guo
Sparse approximation to discriminant projection learning and application to image classification. Pattern Recognit. 96 (2019)
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
Radial Basis Functions With Adaptive Input and Composite Trend Representation for Portfolio Selection. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
A Peak Price Tracking-Based Learning System for Portfolio Selection. IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Juzheng Li, Pengfei Ge, Chuan-Xian Ren
A Sparse Substitute for Deconvolution Layers in GANs. PRCV (2) (2018)
Yu-Feng Yu, Chuan-Xian Ren, Dao-Qing Dai, Ke-Kun Huang
Kernel Embedding Multiorientation Local Pattern for Image Representation. IEEE Trans. Cybern. 48 (4) (2018)
Wen-Wen Hua, Chuan-Xian Ren
Face Image Set Recognition Based on Bilinear Regression. PRCV (3) (2018)
Xiao-Lin Xu, Chuan-Xian Ren, Ran-Chao Wu, Hong Yan
Sliced Inverse Regression With Adaptive Spectral Sparsity for Dimension Reduction. IEEE Trans. Cybern. 47 (3) (2017)
Ke-Kun Huang, Dao-Qing Dai, Chuan-Xian Ren, Zhao-Rong Lai
Learning Kernel Extended Dictionary for Face Recognition. IEEE Trans. Neural Networks Learn. Syst. 28 (5) (2017)
Hui Liu, Ke-Kun Huang, Chuan-Xian Ren, Yu-Feng Yu, Zhao-Rong Lai
Quadtree coding with adaptive scanning order for space-borne image compression. Signal Process. Image Commun. 55 (2017)
Yu-Feng Yu, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
Discriminative multi-scale sparse coding for single-sample face recognition with occlusion. Pattern Recognit. 66 (2017)
Ke-Kun Huang, Dao-Qing Dai, Chuan-Xian Ren, Yu-Feng Yu, Zhao-Rong Lai
Fusing landmark-based features at kernel level for face recognition. Pattern Recognit. 63 (2017)
Ke-Kun Huang, Hui Liu, Chuan-Xian Ren, Yu-Feng Yu, Zhao-Rong Lai
Remote sensing image compression based on binary tree and optimized truncation. Digit. Signal Process. 64 (2017)
Yu-Feng Yu, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
Discriminative multi-layer illumination-robust feature extraction for face recognition. Pattern Recognit. 67 (2017)
Ke-Kun Huang, Dao-Qing Dai, Chuan-Xian Ren
Regularized coplanar discriminant analysis for dimensionality reduction. Pattern Recognit. 62 (2017)
Chuan-Xian Ren, Zhen Lei, Dao-Qing Dai, Stan Z. Li
Enhanced Local Gradient Order Features and Discriminant Analysis for Face Recognition. IEEE Trans. Cybern. 46 (11) (2016)
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
Multiscale Logarithm Difference Edgemaps for Face Recognition Against Varying Lighting Conditions. IEEE Trans. Image Process. 24 (6) (2015)
Chuan-Xian Ren, Dao-Qing Dai, Xiaofei He, Hong Yan
Sample Weighting: An Inherent Approach for Outlier Suppressing Discriminant Analysis. IEEE Trans. Knowl. Data Eng. 27 (11) (2015)
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
Discriminative and Compact Coding for Robust Face Recognition. IEEE Trans. Cybern. 45 (9) (2015)
Chuan-Xian Ren, Dao-Qing Dai, Xiao-Xin Li, Zhao-Rong Lai
Band-Reweighed Gabor Kernel Embedding for Face Image Representation and Recognition. IEEE Trans. Image Process. 23 (2) (2014)
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren, Ke-Kun Huang
Multilayer Surface Albedo for Face Recognition With Reference Images in Bad Lighting Conditions. IEEE Trans. Image Process. 23 (11) (2014)
Chuan-Xian Ren, Dao-Qing Dai, Ke-Kun Huang, Zhao-Rong Lai
Transfer Learning of Structured Representation for Face Recognition. IEEE Trans. Image Process. 23 (12) (2014)
Xiao-Xin Li, Dao-Qing Dai, Xiao-Fei Zhang, Chuan-Xian Ren
Structured Sparse Error Coding for Face Recognition With Occlusion. IEEE Trans. Image Process. 22 (5) (2013)
Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
Coupled Kernel Embedding for Low-Resolution Face Image Recognition. IEEE Trans. Image Process. 21 (8) (2012)
Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
-norm based regression model. Pattern Recognit. 45 (7) (2012)
Chuan-Xian Ren, Dao-Qing Dai, Zhao-Rong Lai
Learning with Multiple Orientations and Scales for Face Recognition. CCPR (2012)
Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren
Face Recognition under Variable Illumination by Weighted-Subband Edge Enhancement. CCPR (2012)
Ye-Gang Hu, Chuan-Xian Ren, Yun-Fei Yao, Wan-Yi Li, Feng Wang
Face Recognition Using Nonlinear Partial Least Squares in Reproducing Kernel Hilbert Space. CCPR (2012)
Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
Low resolution facial image recognition via multiple kernel criterion. ACPR (2011)
Chuan-Xian Ren, Dao-Qing Dai, Hong Yan
ℓ2;1-norm based Regression for Classification. ACPR (2011)
Xiao-Xin Li, Dao-Qing Dai, Xiao-Fei Zhang, Chuan-Xian Ren
Face recognition with continuous occlusion using partially iteratively reweighted sparse coding. ACPR (2011)
Chuan-Xian Ren, Dao-Qing Dai
Bilinear Lanczos components for fast dimensionality reduction and feature extraction. Pattern Recognit. 43 (11) (2010)
Chuan-Xian Ren, Dao-Qing Dai
Incremental learning of bidirectional principal components for face recognition. Pattern Recognit. 43 (1) (2010)