Chuan-Xian Ren

Orcid: 0000-0002-1861-3599

According to our database1, Chuan-Xian Ren authored at least 79 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insights.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Towards Unsupervised Domain Adaptation via Domain-Transformer.
Int. J. Comput. Vis., December, 2024

Cross-site prognosis prediction for nasopharyngeal carcinoma from incomplete multi-modal data.
Medical Image Anal., 2024

Domain knowledge-driven encoder-decoder for nasopharyngeal carcinoma segmentation.
Expert Syst. Appl., 2024

Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation.
CoRR, 2024

Maximizing conditional independence for unsupervised domain adaptation.
Sci. China Inf. Sci., 2024

Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

COD: Learning Conditional Invariant Representation for Domain Adaptation Regression.
Proceedings of the Computer Vision - ECCV 2024, 2024

Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Conditional Independence Induced Unsupervised Domain Adaptation.
Pattern Recognit., November, 2023

BuresNet: Conditional Bures Metric for Transferable Representation Learning.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Hyperspectral Image Classification via Cross-Domain Few-Shot Learning With Kernel Triplet Loss.
IEEE Trans. Geosci. Remote. Sens., 2023

Unsupervised Domain Adaptation via Deep Conditional Adaptation Network.
Pattern Recognit., 2023

SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like loss.
Neurocomputing, 2023

MOT: Masked Optimal Transport for Partial Domain Adaptation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Adaptive Texture Filtering for Single-Domain Generalized Segmentation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Cross-Site Severity Assessment of COVID-19 From CT Images via Domain Adaptation.
IEEE Trans. Medical Imaging, 2022

Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain.
IEEE Trans. Image Process., 2022

Hyperspectral Image Classification via Discriminant Gabor Ensemble Filter.
IEEE Trans. Cybern., 2022

Pomelo Tree Detection Method Based on Attention Mechanism and Cross-Layer Feature Fusion.
Remote. Sens., 2022

A Two-Way alignment approach for unsupervised multi-Source domain adaptation.
Pattern Recognit., 2022

Unsupervised Domain Adaptation via Discriminative Manifold Propagation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation.
CoRR, 2022

Towards Unsupervised Domain Adaptation via Domain-Transformer.
CoRR, 2022

Generalized Label Shift Correction via Minimum Uncertainty Principle: Theory and Algorithm.
CoRR, 2022

Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain.
CoRR, 2022

Learning representation for multiple biological networks via a robust graph regularized integration approach.
Briefings Bioinform., 2022

2021
Learning Target-Domain-Specific Classifier for Partial Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst., 2021

Learning Kernel for Conditional Moment-Matching Discrepancy-Based Image Classification.
IEEE Trans. Cybern., 2021

Heterogeneous Domain Adaptation via Covariance Structured Feature Translators.
IEEE Trans. Cybern., 2021

Hyperspectral image classification via discriminative convolutional neural network with an improved triplet loss.
Pattern Recognit., 2021

Geometry-Aware Unsupervised Domain Adaptation.
CoRR, 2021

MetaCon: Meta Contrastive Learning for Microsatellite Instability Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Conditional Bures Metric for Domain Adaptation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Dual Adversarial Autoencoders for Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2020

Discriminative Residual Analysis for Image Set Classification With Posture and Age Variations.
IEEE Trans. Image Process., 2020

Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation.
IEEE Trans. Inf. Forensics Secur., 2020

Generalized Conditional Domain Adaptation: A Causal Perspective With Low-Rank Translators.
IEEE Trans. Cybern., 2020

Dual Adversarial Auto-Encoders for Clustering.
CoRR, 2020

Domain Adaptation and Image Classification via Deep Conditional Adaptation Network.
CoRR, 2020

Enhanced Transport Distance for Unsupervised Domain Adaptation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Sparse approximation to discriminant projection learning and application to image classification.
Pattern Recognit., 2019

A Deep and Structured Metric Learning Method for Robust Person Re-Identification.
Pattern Recognit., 2019

Deep metric learning via subtype fuzzy clustering.
Pattern Recognit., 2019

Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation.
CoRR, 2019

A Bypass-Based U-Net for Medical Image Segmentation.
Proceedings of the Intelligence Science and Big Data Engineering. Visual Data Engineering, 2019

2018
Radial Basis Functions With Adaptive Input and Composite Trend Representation for Portfolio Selection.
IEEE Trans. Neural Networks Learn. Syst., 2018

A Peak Price Tracking-Based Learning System for Portfolio Selection.
IEEE Trans. Neural Networks Learn. Syst., 2018

Kernel Embedding Multiorientation Local Pattern for Image Representation.
IEEE Trans. Cybern., 2018

A Sparse Substitute for Deconvolution Layers in GANs.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Face Image Set Recognition Based on Bilinear Regression.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

2017
Learning Kernel Extended Dictionary for Face Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2017

Sliced Inverse Regression With Adaptive Spectral Sparsity for Dimension Reduction.
IEEE Trans. Cybern., 2017

Quadtree coding with adaptive scanning order for space-borne image compression.
Signal Process. Image Commun., 2017

Discriminative multi-layer illumination-robust feature extraction for face recognition.
Pattern Recognit., 2017

Discriminative multi-scale sparse coding for single-sample face recognition with occlusion.
Pattern Recognit., 2017

Fusing landmark-based features at kernel level for face recognition.
Pattern Recognit., 2017

Regularized coplanar discriminant analysis for dimensionality reduction.
Pattern Recognit., 2017

Remote sensing image compression based on binary tree and optimized truncation.
Digit. Signal Process., 2017

2016
Enhanced Local Gradient Order Features and Discriminant Analysis for Face Recognition.
IEEE Trans. Cybern., 2016

2015
Sample Weighting: An Inherent Approach for Outlier Suppressing Discriminant Analysis.
IEEE Trans. Knowl. Data Eng., 2015

Multiscale Logarithm Difference Edgemaps for Face Recognition Against Varying Lighting Conditions.
IEEE Trans. Image Process., 2015

Discriminative and Compact Coding for Robust Face Recognition.
IEEE Trans. Cybern., 2015

2014
Band-Reweighed Gabor Kernel Embedding for Face Image Representation and Recognition.
IEEE Trans. Image Process., 2014

Transfer Learning of Structured Representation for Face Recognition.
IEEE Trans. Image Process., 2014

Multilayer Surface Albedo for Face Recognition With Reference Images in Bad Lighting Conditions.
IEEE Trans. Image Process., 2014

2013
Structured Sparse Error Coding for Face Recognition With Occlusion.
IEEE Trans. Image Process., 2013

2012
Coupled Kernel Embedding for Low-Resolution Face Image Recognition.
IEEE Trans. Image Process., 2012

Robust classification using ℓ<sub>2, 1</sub>-norm based regression model.
Pattern Recognit., 2012

Learning with Multiple Orientations and Scales for Face Recognition.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Face Recognition under Variable Illumination by Weighted-Subband Edge Enhancement.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Face Recognition Using Nonlinear Partial Least Squares in Reproducing Kernel Hilbert Space.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

2011
ℓ2;1-norm based Regression for Classification.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Low resolution facial image recognition via multiple kernel criterion.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Face recognition with continuous occlusion using partially iteratively reweighted sparse coding.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Bilinear Lanczos components for fast dimensionality reduction and feature extraction.
Pattern Recognit., 2010

Incremental learning of bidirectional principal components for face recognition.
Pattern Recognit., 2010


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