Uncertainty-Calibrated Test-Time Model Adaptation without ForgettingMingkui Tan, Guohao Chen, Jiaxiang Wu, Yifan Zhang, Yaofo Chen, Peilin Zhao, and Shuaicheng Niu TPAMI 2025 Pdf ArXiv BibTex
Source-Free Elastic Model Adaptation for Vision-and-Language NavigationMingkui Tan, Peihao Chen, Hongyan Zhi, Jiajie Mai, Benjamin Rosman, Dongyu Ji, Runhao Zeng TMM 2025 Pdf BibTex
Towards Long Video Understanding via Fine-detailed Video Story GenerationZeng You, Zhiquan Wen, Yaofo Chen, Xin Li, Runhao Zeng, Yaowei Wang, Mingkui Tan TCSVT 2024 Pdf ArXiv BibTex
Variable-Frequency Phase Unwrapping for High-Speed 3-D Shape MeasurementJinghui Zeng, Yucheng Li, Chen Xu, Shutao Li, Mingkui Tan IEEE TIM 2024 Pdf BibTex
EPMF: Efficient Perception-Aware Multi-Sensor Fusion for 3D Semantic SegmentationMingkui Tan, Zhuangwei Zhuang, Sitao Chen, Rong Li, Kui Jia, Qicheng Wang and Yuanqing Li TPAMI 2024 Pdf ArXiv BibTex Code
Towards lightweight super-resolution with dual regression learningYong Guo , Mingkui Tan , Zeshuai Deng , Jingdong Wang , Qi Chen, Jiezhang Cao , Yanwu Xu , and Jian Chen TPAMI 2024 Pdf ArXiv BibTex Code
Learning to Generate Diverse Data From a Temporal Perspective for Data-Free QuantizationHui Luo, Shuhai Zhang, Zhuangwei Zhuang, Jiajie Mai, Mingkui Tan; Jianlin Zhang IEEE TCSVT 2024 Pdf BibTex
Automated Dominative Subspace Mining for Efficient Neural Architecture SearchYaofo Chen, Yong Guo, Daihai Liao, Fanbing Lv, Hengjie Song, James Tin-Yau Kwok IEEE TCSVT 2024 Pdf ArXiv BibTex
Calibrate the Inter-Observer Segmentation Uncertainty via Diagnosis-First PrincipleJunde Wu, Yu Zhang, Huihui Fang, Lixin Duan, Mingkui Tan, Weihua Yang IEEE TMI 2024 Pdf ArXiv BibTex
Face anti-spoofing with cross-stage relation enhancement and spoof material perceptionDaiyuan Li, Guo Chen, Xixian Wu, Zitong Yu, Mingkui Tan Neural Netw. 2024 Pdf BibTex Code
Toward Compact and Robust Model Learning Under Dynamically Perturbed EnvironmentsHui Luo, Zhuangwei Zhuang, Yuanqing Li, Mingkui Tan, Cen Chen, Jianlin Zhang TCSVT 2023 Pdf BibTex
Image Captioning With Controllable and Adaptive Length LevelsNing Ding, Chaorui Deng, Mingkui Tan, Qing Du, Zhiwei Ge, Qi Wu TPAMI 2023 Pdf BibTex
Temporal Micro-Action Localization for Videofluoroscopic Swallowing StudyXianghui Ruan, Meng Dai, Zhuokun Chen, Zeng You, Yaowen Zhang, Yuanqing Li, Zulin Dou, Mingkui Tan IEEE J. Biomed. Health Informatics 2023 Pdf BibTex
Transformer-Based Relational Inference Network for Complex Visual Relational ReasoningMingkui Tan, Zhiquan Wen, Leyuan Fang, Qi Wu ACM Trans. Multimedia Comput. Commun. Appl., Volume 20, Issue 1 2023 Pdf BibTex Code
Test-Time Model Adaptation for Visual Question Answering With Debiased Self-SupervisionsZhiquan Wen, Shuaicheng Niu, Ge Li, Qingyao Wu, Mingkui Tan, Qi Wu IEEE Transactions on Multimedia 2023 Pdf BibTex
Generative Data Free Model Quantization With Knowledge Matching for ClassificationShoukai Xu, Shuhai Zhang, Jing Liu, Bohan Zhuang, Yaowei Wang, Mingkui Tan TCSVT 2023 Pdf BibTex Code
Single-Path Bit Sharing for Automatic Loss-Aware Model CompressionJing Liu, Bohan Zhuang, Peng Chen, Chunhua Shen, Jianfei Cai, Mingkui Tan TPAMI 2023 Pdf ArXiv BibTex
Recurrent Affine Transformation for Text-to-Image SynthesisSenmao Ye, Huan Wang, Mingkui Tan, Fei Liu IEEE TMM 2023 Pdf ArXiv BibTex
Learning defense transformations for counterattacking adversarial examplesJincheng Li, Shuhai Zhang, Jiezhang Cao, Mingkui Tan Neural Networks, Volume 164, July 2023, Pages 177-185 2023 Pdf BibTex Code
Diversified branch fusion for self-knowledge distillationZuxiang Long, Fuyan Ma, Bin Sun, Mingkui Tan, and Shutao Li Inf. Fusion 2023 Pdf BibTex
Towards interpreting deep neural networks via layer behavior understandingJiezhang Cao, Jincheng Li, Xiping Hu, Xiangmiao Wu, and Mingkui Tan. Mach. Learn. 2022 Pdf BibTex
Self-Unwrapping Phase-Shifting for Fast and Accurate 3-D Shape MeasurementJinghui Zeng, Wenxin Ma, Wei Jia, Yucheng Li, Haowen Li, Xuewen Liu, and Mingkui Tan. IEEE Trans. Instrum. Meas. 2022 Pdf BibTex
Intra- and Inter-Slice Contrastive Learning for Point Supervised OCT Fluid SegmentationXingxin He, Leyuan Fang, Mingkui Tan, and Xiangdong Chen. IEEE Trans. Image Process. 2022 Pdf BibTex
Digital Gonioscopy Based on Three-dimensional Anterior-Segment OCT: An International Multicenter StudyFei Li, Yifan Yang, Xu Sun, Zhen Qiu, Shihao Zhang, Tin Aung Tun, Baskaran Mani, Monisha Esther Nongpiur, Sunee Chansangpetch, Kitiya Ratanawongphaibul, Anita Manassakorn, Visanee Tantisevi, Prin Rojanapongpun, Fengbin Lin, Weijing Cheng, Rouxi Zhou, Yuhong Liu, Yu Chen, Jian Xiong, Mingkui Tan, Tin Aung, Yanwu Xu, Daniel S.W. Ting, Xiulan Zhang Ophthalmology 2022 Pdf BibTex
Bidirectional Posture-Appearance Interaction Network for Driver Behavior RecognitionMingkui Tan, Gengqin Ni, Xu Liu, Shiliang Zhang, Xiangmiao Wu, Yaowei Wang, and Runhao Zeng. IEEE Trans. Intell. Transp. Syst. 2022 Pdf BibTex
Longitudinal Macular Retinal and Choroidal Microvasculature Changes in High MyopiaFengbin Lin, Zhenni Zhao, Fei Li, Zhen Qiu, Xinbo Gao, Yunhe Song, Peiyuan Wang, Jian Xiong, Weijing Cheng, Kun Hu, Meiling Chen, Xiaohong Liang, Yifeng Yu, Bin Yang, Chunman Yang, Fanyin Wang, Mingkui Tan, Xiulan Zhang Investig. Ophthalmol. Vis. Sci. 2021 Pdf BibTex
A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-IdentificationHaocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Yi Guo, Jun Cheng, Xinwang Liu, Bin Hu TPAMI 2021 Pdf ArXiv BibTex Code
Content-Aware Convolutional Neural NetworksYong Guo, Yaofo Chen, Mingkui Tan, Kui Jia, Jian Chen, Jingdong Wang Neural Networks 2021 Pdf ArXiv BibTex Code
Graph Convolutional Module for Temporal Action Localization in VideosRunhao Zeng, Wenbing Huang, Mingkui Tan, Yu Rong, Peilin Zhao, Junzhou Huang, Chuang Gan TPAMI 2021 Pdf BibTex
SkeletonNet: A Topology-Preserving Solution for Learning Mesh Reconstruction of Object Surfaces from RGB ImagesJiapeng Tang, Xiaoguang Han, Mingkui Tan, Xin Tong, Kui Jia TPAMI 2021 Pdf ArXiv BibTex Code
Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and ActivationsBohan Zhuang, Jing Liu, Mingkui Tan, Lingqiao Liu, Ian Reid, Chunhua Shen TPAMI 2021 Pdf ArXiv BibTex
Discrimination-aware Network Pruning for Deep Model CompressionJing Liu, Bohan Zhuang, Zhuangwei Zhuang, Yong Guo, Junzhou Huang, Jinhui Zhu, Mingkui Tan TPAMI 2021 Pdf ArXiv BibTex Code
Towards Accurate and Compact Architectures via Neural Architecture TransformerYong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Zhipeng Li, Jian Chen, Peilin Zhao, Junzhou Huang TPAMI 2021 Pdf ArXiv BibTex Code
Towards effective deep transfer via attentive feature alignmentZheng Xie, Zhiquan Wen, Yaowei Wang, Qingyao Wu, Mingkui Tan Neural Networks 2021 Pdf BibTex Code
Deep View Synthesis via Self-Consistent Generative NetworkZhuoman Liu, Wei Jia, Ming Yang, Peiyao Luo, Yong Guo, Mingkui Tan IEEE Transactions on Multimedia(TMM) 2021 Pdf BibTex Code Data
Partitioning Stateful Data Stream Applications in Dynamic Edge Cloud EnvironmentsShaoshuai Ding, Lei Yang, Jiannong Cao, Wei Cai, Mingkui Tan, Zhenyu Wang IEEE Transactions on Services Computing 2021 Pdf BibTex
Macular and submacular choroidal microvasculature in patients with primary open-angle glaucoma and high myopiaFengbin Lin, Zhen Qiu, Fei Li, Yu Chen, Yuying Peng, Meiling Chen, Yunhe Song, Jian Xiong, Weijing Cheng, Yuhong Liu, Mingkui Tan, Xiulan Zhang and Robert Weinreb Br. J. Ophthalmol. 2020 BibTex
Disturbance-immune weight sharing for neural architecture searchShuaicheng Niu, Jiaxiang Wu, Yifan Zhang, Yong Guo, Peilin Zhao, Junzhou Huang, and Mingkui Tan. Neural Networks 2020 Pdf ArXiv BibTex
Online Adaptive Asymmetric Active Learning with Limited BudgetsZhang Yifan, Zhao Peilin, Niu Shuaicheng, Wu Qingyao, Cao Jiezhang, Huang Junzhou, Tan Mingkui IEEE TKDE 2019 Pdf BibTex
Learning Sparse PCA with Stabilized ADMM Method on Stiefel ManifoldTan Mingkui, Hu Zhibin, Yan Yuguang, Cao Jiezhang, Gong Dong, Wu Qingyao IEEE TKDE 2019 Pdf BibTex
A Tensor-based Markov Chain Model for Heterogeneous Information Network Collective ClassificationChao Han, Jian Chen, Mingkui Tan, Michael K.Ng, Qingyao Wu IEEE Transactions on Knowledge and Data Engineering 2020 Pdf BibTex
Scripted Video Generation With a Bottom-Up Generative Adversarial NetworkQi Chen, Qi Wu, Jian Chen, Qingyao Wu, Anton van den Hengel, Mingkui Tan TIP 2020 Pdf BibTex Code
Improving Generative Adversarial Networks with Local Coordinate CodingJiezhang Cao, Yong Guo, Qingyao Wu, Chunhua Shen, Junzhou Huang, Mingkui Tan TPAMI 2020 Pdf BibTex Code
Generating Visually Aligned Sound from VideosPeihao Chen, Yang Zhang, Mingkui Tan, Hongdong Xiao, Deng Huang, and Chuang Gan TIP 2020 Pdf BibTex Code
Collaborative Unsupervised Domain Adaptation for Medical Image DiagnosisYifan Zhang, Ying Wei, Qingyao Wu, Peilin Zhao, Shuaicheng Niu, Junzhou Huang, Mingkui Tan TIP 2020 Pdf ArXiv BibTex Code
AGE challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence TomographyHuazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, José Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, Mingkui Tan, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Huaying Hao, Huaying Hao, Yan Kong, Yongyong Ren, Hrvoje Bogunović, Xiulan Zhang, Yanwu Xu Medical Image Analysis 2020 Pdf BibTex
Deep High-Resolution Representation Learning for Visual RecognitionJingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu, Bin Xiao IEEE TPAMI 2020 Pdf ArXiv BibTex Code
A Real-time Action Representation with Temporal Encoding and Deep CompressionsKun Liu, Wu Liu, Huadong Ma, Mingkui Tan, Chuang Gan IEEE TCSVT 2020 Pdf BibTex Code
Multi-way backpropagation for training compact deep neural networksYong Guo, Jian Chen, Qing Du, Anton Van Den Hengel, Qinfeng Shi, Mingkui Tan Neural Networks 2020 Pdf BibTex Code
Cost-Sensitive Portfolio Selection via Deep Reinforcement LearningYifan Zhang, Peilin Zhao, Bin Li, Qingyao Wu, Junzhou Huang, Mingkui Tan IEEE TKDE 2020 Pdf BibTex Code
Visual Grounding via Accumulated AttentionChaorui Deng, Qi Wu, Qingyao Wu, Fuyuan Hu, Fan Lyu, Mingkui Tan IEEE Transactions on Pattern Analysis and Machine Intelligence 2020 Pdf BibTex
Relation Attention for Temporal Action LocalizationChen Peihao, Gan Chuang, Shen Guangyao, Huang Wenbing, Zeng Runhao, Tan Mingkui IEEE TMM 2019 Pdf BibTex
Breaking Winner-Takes-All: Iterative-Winners-Out Networks for Weakly Supervised Temporal Action LocalizationRunhao Zeng, Chuang Gan, Peihao Chen, Wenbing Huang, Qingyao Wu, Mingkui Tan IEEE Trans. Image Processing 28(12) 2019 Pdf BibTex
Deep Multi-View Learning Using Neuron-Wise Correlation-Maximizing RegularizersKui Jia, Jiehong Lin, Mingkui Tan, and Dacheng Tao IEEE Trans. Image Processing 28(10) 2019 Pdf ArXiv BibTex Code
Attend and Imagine: Multi-Label Image Classification With Visual Attention and Recurrent Neural NetworksFan Lyu, Qi Wu, Fuyuan Hu, Qingyao Wu, Mingkui Tan IEEE Trans. Multimedia 21(8) 2019 Pdf BibTex
Multi-class Heterogeneous Domain AdaptationJoey Tianyi Zhou, Ivor W. Tsang, Sinno Jialin Pan, Mingkui Tan JMLR 2019 Pdf BibTex
MPTV: Matching Pursuit-Based Total Variation Minimization for Image DeconvolutionDong Gong, Mingkui Tan, Qinfeng Shi, Anton van den Hengel , Yanning Zhang IEEE Trans. Image Processing 28(4) 2019 Pdf BibTex
Auto-Embedding Generative Adversarial Networks for High Resolution Image SynthesisYong Guo, Qi Chen, Jian Chen, Qingyao Wu, Qinfeng Shi, Mingkui Tan IEEE Transactions on Multimedia 2019 Pdf ArXiv BibTex Code
Learning Distilled Graph for Large-Scale Social Network Data ClusteringLiu Wenhe, Gong Dong, Tan Mingkui, Shi Qinfeng, Yang Yi, Alexander G. Hauptmann IEEE Transactions on Knowledge and Data Engineering 2019 Pdf BibTex
Adaptive Cost-Sensitive Online ClassificationPeilin Zhao, Yifan Zhang, Min Wu, Steven C. H. Hoi, Mingkui Tan, Junzhou Huang IEEE Trans. Knowl. Data Eng. 31(2) 2019 Pdf BibTex
Late Fusion via Subspace Search With Consistency PreservationX. Dong, Y. Yan, M. Tan, Y. Yang, I. W. Tsang IEEE Trans. Image Processing 28(1) 2019 Pdf BibTex Code
Rethinking Binary Neural Network for Accurate Image Classification and Semantic SegmentationBohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian Reid Evaluation 2018 Pdf BibTex
Fast and Low Memory Cost Matrix Factorization: Algorithm, Analysis, and Case StudyYan Yan, Mingkui Tan, Ivor W. Tsang, Yi Yang, Qinfeng Shi, Chengqi Zhang IEEE Trans. Knowl. Data Eng. 32(2) 2018 Pdf BibTex
Optic Disc and Cup Segmentation using Ensemble Deep Neural NetworksPengshuai Yin, Guanghui Xu, Jingwen Wang, Yuguang Yan, Huaqing Min, Qingyao Wu, Mingkui Tan Refuge reports 2018 Pdf BibTex
Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online DecisionsY. Yan, Q. Wu, M. Tan, M. K. Ng, H. Min, I. W. Tsang IEEE Trans. Neural Netw. Learning Syst. 29(7) 2018 Pdf BibTex
Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal StrengthL. Yao, Q. Z. Sheng, X. Li, T. Gu, M. Tan, X. Wang, S. Wang, W. Ruan IEEE Trans. Mob. Comput. 17(2) 2018 Pdf BibTex
Online Transfer Learning with Multiple Homogeneous or Heterogeneous SourcesQingyao Wu, Hanrui Wu, Xiaoming Zhou, Mingkui Tan, Yonghui Xu, Yuguang Yan, and Tianyong Hao IEEE Trans. Knowl. Data Eng. 29(7) 2017 Pdf BibTex
ML-FOREST: A Multi-Label Tree Ensemble Method for Multi-Label ClassificationQingyao Wu, Mingkui Tan, Hengjie Song, Jian Chen, Michael K. Ng IEEE Trans. Knowl. Data Eng. 28(10) 2016 Pdf BibTex
NMFE-SSCC: Non-negative matrix factorization ensemble for semi-supervised collective classificationQingyao Wu, Hanrui Wu, Xiaoming Zhou, Mingkui Tan, Yonghui Xu, Yuguang Yan, and Tianyong Hao Knowl.-Based Syst. 89 2015 Pdf BibTex
Matching Pursuit LASSO Part II: Applications and Sparse Recovery Over Batch Signals sM. Tan, I. W. Tsang, L. Wang IEEE Trans. Signal Processing 63(3) 2014 Pdf BibTex Code
Matching Pursuit LASSO Part I: Sparse Recovery Over Big DictionaryM. Tan, I. W. Tsang, L. Wang IEEE Trans. Signal Processing 63(3) 2014 Pdf BibTex
A Unified Feature Selection Framework for Graph Embedding on High Dimensional DataMarcus Chen, Ivor W. Tsang, Mingkui Tan, and Tat Jen Cham IEEE Trans. Knowl. Data Eng. 27(6) 2014 Pdf BibTex
Towards ultrahigh dimensional feature selection for big dataMingkui Tan, Ivor W. Tsang, Li Wang Journal of Machine Learning Research 15(1) 2014 Pdf BibTex
Minimax Sparse Logistic Regression for Very High-Dimensional Feature SelectionMingkui Tan, Ivor W. Tsang, and Li Wang IEEE Trans. Neural Netw. Learning Syst. 24(10) 2013 Pdf BibTex
Graph embedding based feature selectionDan Wei, Shutao Li, Mingkui Tan Neurocomputing 93 2012 Pdf BibTex
A Hybrid PSO-BFGS Strategy for Global Optimization of Multimodal FunctionsShutao Li, Mingkui Tan, Ivor W Tsang, James Tin-Yau Kwok IEEE Trans. Systems, Man, and Cybernetics, Part B 41(4) 2011 Pdf BibTex
Tuning SVM parameters by using a hybrid CLPSO-BFGS algorithmShutao Li, Mingkui Tan Neurocomputing 2010 Pdf BibTex
Gene selection and parameter determination of support vector machines based on BPSO algorithmShutao Li, Xixian Wu, Mingkui Tan IJMIC 8(4) 2009 Pdf BibTex
Gene selection using hybrid particle swarm optimization and genetic algorithmShutao Li, Xixian Wu, Mingkui Tan Soft Computing 2008 Pdf BibTex