Lixin Duan

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This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 1 Domain Adaptation from Multiple Sources: A Domain-

Ivor W. Tsang, Dong Xu, Lixin Duan, 2022 .

Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach

Dong Xu, Shih-Fu Chang, Lixin Duan, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Text-based image retrieval using progressive multi-instance learning

Ivor W. Tsang, Dong Xu, Wen Li, 2011, 2011 International Conference on Computer Vision.

Domain adaptation from multiple sources via auxiliary classifiers

Ivor W. Tsang, Dong Xu, Tat-Seng Chua, 2009, ICML '09.

Red lesion detection in retinal fundus images using Frangi-based filters

Tien Yin Wong, Lixin Duan, Jiang Liu, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Domain Transfer Multiple Kernel Learning

Ivor W. Tsang, Dong Xu, Lixin Duan, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Large-Scale Left and Right Eye Classification in Retinal Images

Peng Liu, Yuming Jiang, Zaiwang Gu, 2018, COMPAY/OMIA@MICCAI.

Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation

Stephen Lin, Tien Yin Wong, Lixin Duan, 2014, MICCAI.

Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering pdf

Yang Yang, Heng Tao Shen, Fumin Shen, 2016, ArXiv.

Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion

Dacheng Tao, Lixin Duan, Jiang Liu, 2014, MICCAI.

Adversarial Multimodal Network for Movie Question Answering pdf

Lixin Duan, Changsheng Xu, Zhaoquan Yuan, 2019, ArXiv.

Ocular disease detection from multiple informatics domains

Wei Zhao, Tien Yin Wong, Huazhu Fu, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

MiniMax Entropy Network: Learning Category-Invariant Features for Domain Adaptation pdf

Min Wu, Fengmao Lv, Lixin Duan, 2019, ArXiv.

Co-labeling: A New Multi-view Learning Approach for Ambiguous Problems

Ivor W. Tsang, Dong Xu, Wen Li, 2012, 2012 IEEE 12th International Conference on Data Mining.

Event Recognition in Videos by Learning from Heterogeneous Web Sources

Dong Xu, Lin Chen, Lixin Duan, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Multiple ocular diseases detection by graph regularized multi-label learning

Lixin Duan, Xiangyu Chen, Jiang Liu, 2014 .

Constructing Self-Motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach

Fengmao Lv, Lixin Duan, Boqing Gong, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Multiview Multitask Gaze Estimation With Deep Convolutional Neural Networks

Shenghua Gao, Lixin Duan, Jingyi Yu, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Incorporating Privileged Genetic Information for Fundus Image Based Glaucoma Detection

Lin Chen, Wen Li, Tien Yin Wong, 2014, MICCAI.

Action Recognition Using Multilevel Features and Latent Structural SVM

Dong Xu, Jiebo Luo, Yunde Jia, 2013, IEEE Transactions on Circuits and Systems for Video Technology.

Breast Tumor Detection in Ultrasound Images Using Deep Learning

Guowu Yang, Huazhu Fu, Lixin Duan, 2017, Patch-MI@MICCAI.

Domain Adaptive Semantic Segmentation Through Structure Enhancement

Fengmao Lv, Guowu Yang, Guosheng Lin, 2018, ECCV Workshops.

Glaucoma Detection by Learning from Multiple Informatics Domains

Tien Yin Wong, Lixin Duan, Jiang Liu, 2015 .

Near Duplicate Identification With Spatially Aligned Pyramid Matching

Dong Xu, Shih-Fu Chang, Shuicheng Yan, 2010, IEEE Transactions on Circuits and Systems for Video Technology.

Fovea-Attentive Residual Network for Extracting 3D Angiograms from Single Volumetric OCT Scan

Lixin Duan, Peng Liu, Yan Hu, 2019, 1906.07091.

Known-class Aware Self-ensemble for Open Set Domain Adaptation pdf

Wen Li, Lixin Duan, Lin Chen, 2019, ArXiv.

Domain Transfer SVM for video concept detection

Ivor W. Tsang, Dong Xu, Lixin Duan, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Visual Event Recognition in Videos by Learning from Web Data

Ivor W. Tsang, Dong Xu, Jiebo Luo, 2012, IEEE Trans. Pattern Anal. Mach. Intell..

Domain Transfer SVM for video concept detection

Ivor W. Tsang, Lixin Duan, Stephen J. Maybank, 2009, CVPR 2009.

Efficient Discriminative Learning of Class Hierarchy for Many Class Prediction

Ivor W. Tsang, Dong Xu, Lin Chen, 2012, ACCV.

Hybrid constraint SVR for facial age estimation

Lixin Duan, Yao Ma, Jianyi Liu, 2014, Signal Process..

An experimental study on breast lesion detection and classification from ultrasound images using deep learning architectures

Guowu Yang, Lixin Duan, Qin Chen, 2019, BMC Medical Imaging.

Action recognition using context and appearance distribution features

Dong Xu, Jiebo Luo, Lixin Duan, 2011, CVPR 2011.

Speckle reduction in optical coherence tomography by matrix completion using bilateral random projection

Lixin Duan, Jiang Liu, Jun Cheng, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

JointRCNN: A Region-Based Convolutional Neural Network for Optic Disc and Cup Segmentation

Changsheng Li, Yuming Jiang, Huazhu Fu, 2020, IEEE Transactions on Biomedical Engineering.

TarGAN: Generating target data with class labels for unsupervised domain adaptation

Fengmao Lv, Guowu Yang, Jun Zhu, 2019, Knowl. Based Syst..

Webly-Supervised Video Recognition by Mutually Voting for Relevant Web Images and Web Video Frames

Chen Sun, Chuang Gan, Lixin Duan, 2016, ECCV.

Semantic Reconstruction-Based Nuclear Cataract Grading from Slit-Lamp Lens Images

Tien Yin Wong, Lixin Duan, Jiang Liu, 2016, MICCAI.

Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks

Lixin Duan, Yuchao Sun, Xinxiao Wu, 2018, IJCAI.

Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision pdf

Changsheng Li, Lixin Duan, Xiao-Yu Zhang, 2019, AAAI.

Batch mode Adaptive Multiple Instance Learning for computer vision tasks

Ivor W. Tsang, Dong Xu, Wen Li, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Visual Event Recognition in Videos by Learning from Web Data

Ivor W. Tsang, Dong Xu, Jiebo Luo, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Axial Alignment for Anterior Segment Swept Source Optical Coherence Tomography via Robust Low-Rank Tensor Recovery

Xiaoqin Zhang, Huazhu Fu, Lixin Duan, 2016, MICCAI.

A survey on computer aided diagnosis for ocular diseases

Tien Yin Wong, Chee Keong Kwoh, Lixin Duan, 2014, BMC Medical Informatics and Decision Making.

Optic Disc and Cup Segmentation with Blood Vessel Removal from Fundus Images for Glaucoma Detection

Yuming Jiang, Huazhu Fu, Jun Cheng, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Domain Adversarial Reinforcement Learning for Partial Domain Adaptation

Jin Chen, Shenghua Gao, Lixin Duan, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Improving Web Image Search by Bag-Based Reranking

Ivor W. Tsang, Dong Xu, Wen Li, 2011, IEEE Transactions on Image Processing.

Learning User Dependencies for Recommendation

Xin Liu, Yong Liu, Xiaoli Li, 2017, IJCAI.

Unbiased Mean Teacher for Cross Domain Object Detection pdf

Lixin Duan, Yuhua Chen, Wen Li, 2020, ArXiv.

Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning

Shuicheng Yan, Lixin Duan, Xiangyu Chen, 2014, ACCV.

Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources

Lixin Duan, Li Niu, Xinxing Xu, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Exploiting Images for Video Recognition: Heterogeneous Feature Augmentation via Symmetric Adversarial Learning

Lixin Duan, Xinxiao Wu, Jialu Chen, 2019, IEEE Transactions on Image Processing.

Detecting retinal microaneurysms and hemorrhages with robustness to the presence of blood vessels

Tien Yin Wong, Lixin Duan, Jiang Liu, 2017, Comput. Methods Programs Biomed..

DEFEATnet—A Deep Conventional Image Representation for Image Classification

Ivor W. Tsang, Shenghua Gao, Lixin Duan, 2016, IEEE Transactions on Circuits and Systems for Video Technology.

Local patch reconstruction framework for optic cup localization in glaucoma detection

Yi Huang, Lin Chen, Tien Yin Wong, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation

Ivor W. Tsang, Dong Xu, Wen Li, 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Learning with Augmented Features for Heterogeneous Domain Adaptation pdf

Ivor W. Tsang, Dong Xu, Lixin Duan, 2012, ICML.

Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report

Radu Timofte, Zhang Xiaofeng, Xinbo Gao, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Sequential Instance Refinement for Cross-Domain Object Detection in Images

Lixin Duan, Xinxiao Wu, Lin Chen, 2021, IEEE Transactions on Image Processing.

STST: Spatial-Temporal Specialized Transformer for Skeleton-based Action Recognition

Chuang Gan, Lixin Duan, Bo Wu, 2021, ACM Multimedia.

Multi-Scale Enhanced Active Learning for Skeleton-Based Action Recognition

Lixin Duan, Wen Li, Yuhan Zhang, 2021, 2021 IEEE International Conference on Multimedia and Expo (ICME).

Counterfactual Debiasing Inference for Compositional Action Recognition

Chuang Gan, Lixin Duan, Bo Wu, 2021, ACM Multimedia.

Unbiased Mean Teacher for Cross-domain Object Detection

Lixin Duan, Wen Li, Yuhua Chen, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Open Set Domain Adaptation With Soft Unknown-Class Rejection

Lixin Duan, Yiming Xu, Ivor W Tsang, 2021, IEEE Transactions on Neural Networks and Learning Systems.