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2020 – today
- 2024
[j52]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)- [j51]Gengxin Xu, Chuan-Xian Ren, Ying Sun:
Domain knowledge-driven encoder-decoder for nasopharyngeal carcinoma segmentation. Expert Syst. Appl. 258: 125208 (2024) - [j50]Chuan-Xian Ren, Yiming Zhai, You-Wei Luo, Hong Yan:
Towards Unsupervised Domain Adaptation via Domain-Transformer. Int. J. Comput. Vis. 132(12): 6163-6183 (2024) - [j49]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: 103103 (2024) - [j48]You-Wei Luo, Chuan-Xian Ren, Xiao-Lin Xu, Qingshan Liu:
Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 8727-8742 (2024) - [j47]You-Wei Luo, Chuan-Xian Ren:
When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insights. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9407-9422 (2024) - [c18]Yan Wang, Chuan-Xian Ren, Yi-Ming Zhai, You-Wei Luo, Hong Yan:
Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation. AAAI 2024: 15653-15661 - [c17]Hao-Ran Yang, Chuan-Xian Ren, You-Wei Luo:
COD: Learning Conditional Invariant Representation for Domain Adaptation Regression. ECCV (76) 2024: 108-125 - [c16]Zixian Huang, Chuan-Xian Ren:
Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation. IJCAI 2024: 884-892 - [i20]You-Wei Luo, Chuan-Xian Ren:
When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insights. CoRR abs/2406.16608 (2024) - [i19]You-Wei Luo, Chuan-Xian Ren, Xiao-Lin Xu, Qingshan Liu:
Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation. CoRR abs/2407.09524 (2024) - [i18]Hao-Ran Yang, Chuan-Xian Ren, You-Wei Luo:
COD: Learning Conditional Invariant Representation for Domain Adaptation Regression. CoRR abs/2408.06638 (2024) - 2023
- [j46]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: 199-212 (2023) - [j45]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): 4198-4213 (2023) - [j44]Pengfei Ge, Chuan-Xian Ren, Xiao-Lin Xu, Hong Yan:
Unsupervised Domain Adaptation via Deep Conditional Adaptation Network. Pattern Recognit. 134: 109088 (2023) - [j43]Xiao-Lin Xu, Gengxin Xu, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan:
Conditional Independence Induced Unsupervised Domain Adaptation. Pattern Recognit. 143: 109787 (2023) - [j42]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: 1-18 (2023) - [c15]Xinhui Li, Mingjia Li, Yaxing Wang, Chuan-Xian Ren, Xiaojie Guo:
Adaptive Texture Filtering for Single-Domain Generalized Segmentation. AAAI 2023: 1442-1450 - [c14]You-Wei Luo, Chuan-Xian Ren:
MOT: Masked Optimal Transport for Partial Domain Adaptation. CVPR 2023: 3531-3540 - [i17]Xinhui Li, Mingjia Li, Yaxing Wang, Chuan-Xian Ren, Xiaojie Guo:
Adaptive Texture Filtering for Single-Domain Generalized Segmentation. CoRR abs/2303.02943 (2023) - 2022
- [j41]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) - [j40]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): 1653-1669 (2022) - [j39]Yong Hui Liu, Chuan-Xian Ren:
A Two-Way alignment approach for unsupervised multi-Source domain adaptation. Pattern Recognit. 124: 108430 (2022) - [j38]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): 3902 (2022) - [j37]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): 8352-8365 (2022) - [j36]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: 2122-2135 (2022) - [j35]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): 88-102 (2022) - [i16]Gengxin Xu, Chuan-Xian Ren:
SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like loss. CoRR abs/2202.09515 (2022) - [i15]Chuan-Xian Ren, Yong Hui Liu, Xi-Wen Zhang, Ke-Kun Huang:
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain. CoRR abs/2202.10725 (2022) - [i14]You-Wei Luo, Chuan-Xian Ren:
Generalized Label Shift Correction via Minimum Uncertainty Principle: Theory and Algorithm. CoRR abs/2202.13043 (2022) - [i13]Chuan-Xian Ren, Yi-Ming Zhai, You-Wei Luo, Meng-Xue Li:
Towards Unsupervised Domain Adaptation via Domain-Transformer. CoRR abs/2202.13777 (2022) - [i12]Yong Hui Liu, Chuan-Xian Ren, Xiao-Lin Xu, Ke-Kun Huang:
Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation. CoRR abs/2203.06836 (2022) - 2021
- [j34]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: 107744 (2021) - [j33]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): 2006-2018 (2021) - [j32]Chuan-Xian Ren, Jiashi Feng, Dao-Qing Dai, Shuicheng Yan:
Heterogeneous Domain Adaptation via Covariance Structured Feature Translators. IEEE Trans. Cybern. 51(4): 2166-2177 (2021) - [j31]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): 1989-2001 (2021) - [c13]You-Wei Luo, Chuan-Xian Ren:
Conditional Bures Metric for Domain Adaptation. CVPR 2021: 13989-13998 - [c12]Yuqing Liu, Weiwen Wang, Chuan-Xian Ren, Dao-Qing Dai:
MetaCon: Meta Contrastive Learning for Microsatellite Instability Detection. MICCAI (8) 2021: 267-276 - [i11]You-Wei Luo, Chuan-Xian Ren:
Conditional Bures Metric for Domain Adaptation. CoRR abs/2108.00302 (2021) - [i10]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 abs/2109.03478 (2021) - [i9]You-Wei Luo, Chuan-Xian Ren, Zi-Ying Chen:
Geometry-Aware Unsupervised Domain Adaptation. CoRR abs/2112.11041 (2021) - 2020
- [j30]Chuan-Xian Ren, Xiao-Lin Xu, Hong Yan:
Generalized Conditional Domain Adaptation: A Causal Perspective With Low-Rank Translators. IEEE Trans. Cybern. 50(2): 821-834 (2020) - [j29]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: 1290-1302 (2020) - [j28]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: 2875-2888 (2020) - [j27]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): 1417-1424 (2020) - [c11]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: 5029-5036 - [c10]Mengxue Li, Yiming Zhai, You-Wei Luo, Pengfei Ge, Chuan-Xian Ren:
Enhanced Transport Distance for Unsupervised Domain Adaptation. CVPR 2020: 13933-13941 - [i8]You-Wei Luo, Chuan-Xian Ren, Pengfei Ge, Ke-Kun Huang, Yu-Feng Yu:
Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment. CoRR abs/2002.08675 (2020) - [i7]Pengfei Ge, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan:
Domain Adaptation and Image Classification via Deep Conditional Adaptation Network. CoRR abs/2006.07776 (2020) - [i6]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 abs/2008.09994 (2020) - [i5]You-Wei Luo, Chuan-Xian Ren, Dao-Qing Dai, Hong Yan:
Unsupervised Domain Adaptation via Discriminative Manifold Propagation. CoRR abs/2008.10030 (2020) - [i4]Pengfei Ge, Chuan-Xian Ren, Jiashi Feng, Shuicheng Yan:
Dual Adversarial Auto-Encoders for Clustering. CoRR abs/2008.10038 (2020) - [i3]Chuan-Xian Ren, Pengfei Ge, Dao-Qing Dai, Hong Yan:
Learning Kernel for Conditional Moment-Matching Discrepancy-based Image Classification. CoRR abs/2008.10165 (2020) - [i2]Chuan-Xian Ren, Pengfei Ge, Peiyi Yang, Shuicheng Yan:
Learning Target Domain Specific Classifier for Partial Domain Adaptation. CoRR abs/2008.10785 (2020)
2010 – 2019
- 2019
- [j26]Chuan-Xian Ren, Juzheng Li, Pengfei Ge, Xiao-Lin Xu:
Deep metric learning via subtype fuzzy clustering. Pattern Recognit. 90: 210-219 (2019) - [j25]Chuan-Xian Ren, Xiao-Lin Xu, Zhen Lei:
A Deep and Structured Metric Learning Method for Robust Person Re-Identification. Pattern Recognit. 96 (2019) - [j24]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) - [c9]Kaixuan Chen, Gengxin Xu, Jiaying Qian, Chuan-Xian Ren:
A Bypass-Based U-Net for Medical Image Segmentation. IScIDE (1) 2019: 155-164 - [i1]Chuan-Xian Ren, Bo-Hua Liang, Zhen Lei:
Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation. CoRR abs/1905.05382 (2019) - 2018
- [j23]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): 1124-1135 (2018) - [j22]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): 2823-2832 (2018) - [j21]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): 6214-6226 (2018) - [c8]Wen-Wen Hua, Chuan-Xian Ren:
Face Image Set Recognition Based on Bilinear Regression. PRCV (3) 2018: 233-244 - [c7]Juzheng Li, Pengfei Ge, Chuan-Xian Ren:
A Sparse Substitute for Deconvolution Layers in GANs. PRCV (2) 2018: 446-456 - 2017
- [j20]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: 96-106 (2017) - [j19]Ke-Kun Huang, Dao-Qing Dai, Chuan-Xian Ren:
Regularized coplanar discriminant analysis for dimensionality reduction. Pattern Recognit. 62: 87-98 (2017) - [j18]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: 406-415 (2017) - [j17]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: 302-312 (2017) - [j16]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: 201-212 (2017) - [j15]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: 1-9 (2017) - [j14]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): 759-771 (2017) - [j13]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): 1082-1094 (2017) - 2016
- [j12]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): 2656-2669 (2016) - 2015
- [j11]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): 1900-1912 (2015) - [j10]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): 1735-1747 (2015) - [j9]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): 3070-3083 (2015) - 2014
- [j8]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): 725-740 (2014) - [j7]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): 4709-4723 (2014) - [j6]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): 5440-5454 (2014) - 2013
- [j5]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): 1889-1900 (2013) - 2012
- [j4]Chuan-Xian Ren, Dao-Qing Dai, Hong Yan:
Robust classification using ℓ2, 1-norm based regression model. Pattern Recognit. 45(7): 2708-2718 (2012) - [j3]Chuan-Xian Ren, Dao-Qing Dai, Hong Yan:
Coupled Kernel Embedding for Low-Resolution Face Image Recognition. IEEE Trans. Image Process. 21(8): 3770-3783 (2012) - [c6]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: 316-323 - [c5]Zhao-Rong Lai, Dao-Qing Dai, Chuan-Xian Ren:
Face Recognition under Variable Illumination by Weighted-Subband Edge Enhancement. CCPR 2012: 324-331 - [c4]Chuan-Xian Ren, Dao-Qing Dai, Zhao-Rong Lai:
Learning with Multiple Orientations and Scales for Face Recognition. CCPR 2012: 332-340 - 2011
- [c3]Chuan-Xian Ren, Dao-Qing Dai, Hong Yan:
Low resolution facial image recognition via multiple kernel criterion. ACPR 2011: 204-208 - [c2]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: 293-297 - [c1]Chuan-Xian Ren, Dao-Qing Dai, Hong Yan:
ℓ2;1-norm based Regression for Classification. ACPR 2011: 485-489 - 2010
- [j2]Chuan-Xian Ren, Dao-Qing Dai:
Incremental learning of bidirectional principal components for face recognition. Pattern Recognit. 43(1): 318-330 (2010) - [j1]Chuan-Xian Ren, Dao-Qing Dai:
Bilinear Lanczos components for fast dimensionality reduction and feature extraction. Pattern Recognit. 43(11): 3742-3752 (2010)
Coauthor Index
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