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ORCIDAndy Jinhua Ma
Andy J. Ma
Person information
- affiliation: School of Computer Science and Engineering, Sun Yat-sen University, China
- affiliation (former): Hong Kong Baptist University, Department of Computer Science, China
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2020 – today
- 2024
[c47]Yanzuo Lu, Meng Shen, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai:
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation. AAAI 2024: 3900-3908- [c46]Yanzuo Lu, Manlin Zhang, Andy J. Ma, Xiaohua Xie, Jianhuang Lai:
Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis. CVPR 2024: 6420-6429 - [c45]Hongwei Chu, Meng Shen, Jiawen Peng, Andy J. Ma:
Confidence-guided Source Label Refinement and Class-aware Pseudo-Label Thresholding for Domain-Adaptive Semantic Segmentation. IJCNN 2024: 1-8 - [c44]Jianjun He, Chenyu Cai, Qiong Li, Andy J. Ma:
Pair Shuffle Consistency for Semi-supervised Medical Image Segmentation. MICCAI (8) 2024: 489-499 - [i11]Yanzuo Lu, Manlin Zhang, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai:
Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis. CoRR abs/2402.18078 (2024) - 2023
- [j20]Jiayu Jiao
, Yu-Ming Tang, Kun-Yu Lin, Yipeng Gao, Andy J. Ma, Yaowei Wang, Wei-Shi Zheng:
DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition. IEEE Trans. Multim. 25: 8906-8919 (2023) - [c43]Jiawen Peng, Jiaxin Chen, Yanxu Hu, Rong Pan, Andy J. Ma:
Gradient Adjusted and Weight Rectified Mean Teacher for Source-Free Object Detection. ICANN (7) 2023: 100-111 - [c42]Jinwen She, Yanxu Hu, Andy J. Ma:
Transformer Based Prototype Learning for Weakly-Supervised Histopathology Tissue Semantic Segmentation. ICANN (4) 2023: 203-215 - [c41]Hao Zhang, Yanxu Hu, Jiawen Peng, Andy J. Ma:
Discriminative Gradient Adjustment with Coupled Knowledge Distillation for Class Incremental Learning. ICME 2023: 822-827 - [c40]Meng Shen, Andy J. Ma, Pong C. Yuen:
E2: Entropy Discrimination and Energy Optimization for Source-free Universal Domain Adaptation. ICME 2023: 2705-2710 - [c39]Jiaxin Chen, Yanxu Hu, Meng Shen, Andy J. Ma:
Dual Episodic Sampling and Momentum Consistency Regularization for Unsupervised Few-shot Learning. ICME 2023: 2891-2896 - [c38]Meng Shen, Yanzuo Lu, Yanxu Hu, Andy J. Ma:
Collaborative Learning of Diverse Experts for Source-free Universal Domain Adaptation. ACM Multimedia 2023: 2054-2065 - [c37]Chenyu Cai, Jianjun He, Manlin Zhang, Yanxu Hu, Qiong Li, Andy J. Ma:
Patch Shuffle and Pixel Contrast: Dual Consistency Learning for Semi-supervised Lung Tumor Segmentation. PRCV (5) 2023: 504-516 - [i10]Manlin Zhang, Jie Wu, Yuxi Ren, Ming Li, Jie Qin, Xuefeng Xiao, Wei Liu, Rui Wang, Min Zheng, Andy J. Ma:
DiffusionEngine: Diffusion Model is Scalable Data Engine for Object Detection. CoRR abs/2309.03893 (2023) - [i9]Yanzuo Lu, Meng Shen, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai:
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation. CoRR abs/2312.07871 (2023) - 2022
- [j19]Yuan Gao, Peipeng Chen, Yue Gao, Jinpeng Wang, Youngsun Pan, Andy J. Ma:
Hierarchical feature disentangling network for universal domain adaptation. Pattern Recognit. 127: 108616 (2022) - [j18]Baoyao Yang, Andy Jinhua Ma, Pong C. Yuen:
Revealing Task-Relevant Model Memorization for Source-Protected Unsupervised Domain Adaptation. IEEE Trans. Inf. Forensics Secur. 17: 716-731 (2022) - [j17]Fei Lyu, Andy J. Ma, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong C. Yuen:
Weakly Supervised Liver Tumor Segmentation Using Couinaud Segment Annotation. IEEE Trans. Medical Imaging 41(5): 1138-1149 (2022) - [j16]Fei Lyu, Mang Ye, Andy J. Ma, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong C. Yuen:
Learning From Synthetic CT Images via Test-Time Training for Liver Tumor Segmentation. IEEE Trans. Medical Imaging 41(9): 2510-2520 (2022) - [j15]Jinpeng Wang, Yiqi Lin, Manlin Zhang, Yuan Gao, Andy J. Ma:
Multi-Level Temporal Dilated Dense Prediction for Action Recognition. IEEE Trans. Multim. 24: 2553-2566 (2022) - [c36]Manlin Zhang, Jinpeng Wang, Andy J. Ma:
Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning. AAAI 2022: 3300-3308 - [c35]Fei Lyu, Andy J. Ma, Pong Chi Yuen:
Anatomical prior-inspired label refinement for weakly supervised liver tumor segmentation with volume-level labels. BMVC 2022: 1054 - [c34]Yanxu Hu, Andy J. Ma:
Adversarial Feature Augmentation for Cross-domain Few-Shot Classification. ECCV (20) 2022: 20-37 - [c33]Yanxu Hu, Faming Wu, Jinpeng Wang, Andy J. Ma:
Region-Interactive Proposal Network and Class-Interactive Feature Learning for Few-Shot Object Detection. ICME 2022: 1-6 - [c32]Faming Wu, Yanxu Hu, Jinpeng Wang, Andy J. Ma:
Learning to Mitigate Extreme Distribution Bias for Few-Shot Object Detection. ICME 2022: 1-6 - [c31]Xueyu Zhu, Andy J. Ma:
Weakly-Supervised Lesion Segmentation with Self-Guidance by CT Intensity Clustering. ISBI 2022: 1-5 - [c30]Peipeng Chen, Andy J. Ma:
Source-free Temporal Attentive Domain Adaptation for Video Action Recognition. ICMR 2022: 489-497 - [c29]Yanzuo Lu, Manlin Zhang, Yiqi Lin, Andy J. Ma, Xiaohua Xie, Jianhuang Lai:
Improving Pre-trained Masked Autoencoder via Locality Enhancement for Person Re-identification. PRCV (2) 2022: 509-521 - [c28]Peipeng Chen, Yuan Gao, Andy J. Ma:
Multi-level Attentive Adversarial Learning with Temporal Dilation for Unsupervised Video Domain Adaptation. WACV 2022: 776-785 - [i8]Yanxu Hu, Andy J. Ma:
Adversarial Feature Augmentation for Cross-domain Few-shot Classification. CoRR abs/2208.11021 (2022) - 2021
- [j14]Qingxiong Tan, Mang Ye, Andy Jinhua Ma, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong C. Yuen:
Importance-aware personalized learning for early risk prediction using static and dynamic health data. J. Am. Medical Informatics Assoc. 28(4): 713-726 (2021) - [j13]Qingxiong Tan, Mang Ye, Andy Jinhua Ma, Baoyao Yang, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong C. Yuen:
Explainable Uncertainty-Aware Convolutional Recurrent Neural Network for Irregular Medical Time Series. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4665-4679 (2021) - [c27]Jinpeng Wang, Yuting Gao, Ke Li, Yiqi Lin, Andy J. Ma, Hao Cheng, Pai Peng, Feiyue Huang, Rongrong Ji, Xing Sun:
Removing the Background by Adding the Background: Towards Background Robust Self-Supervised Video Representation Learning. CVPR 2021: 11804-11813 - [c26]Xi Chen, Andy J. Ma, Nanxi Guo, Jiajia Chen:
Improving Weakly Supervised Object Localization by Uncertainty Estimation of pseudo supervision. ICME 2021: 1-6 - [c25]Luyuan Li, Andy J. Ma:
Incorporating Decision-level Reconstruction Quality in Adversarial Autoencoders for Anomaly Detection. IJCNN 2021: 1-8 - [c24]Fei Lyu, Baoyao Yang, Andy J. Ma, Pong C. Yuen:
A Segmentation-Assisted Model for Universal Lesion Detection with Partial Labels. MICCAI (5) 2021: 117-127 - [c23]Yiqi Lin, Jinpeng Wang, Manlin Zhang, Andy J. Ma:
Learning Spatio-temporal Representation by Channel Aliasing Video Perception. ACM Multimedia 2021: 2317-2325 - [c22]Youngsun Pan, Andy J. Ma, Yiqi Lin:
AnchorConv: Anchor Convolution for Point Clouds Analysis. PRCV (2) 2021: 167-179 - [i7]Manlin Zhang, Jinpeng Wang, Andy J. Ma:
Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning. CoRR abs/2112.03803 (2021) - 2020
- [j12]Andy Jinhua Ma, Jacky C. P. Chan, Frodo Kin-Sun Chan, Pong C. Yuen, Terry Cheuk-Fung Yip, Yee-Kit Tse, Vincent W. S. Wong, Grace Lai-Hung Wong:
Temporal matrix completion with locally linear latent factors for medical applications. Artif. Intell. Medicine 107: 101883 (2020) - [j11]Yuan Gao, Andy J. Ma, Yue Gao, Jinpeng Wang, Youngsun Pan:
Adversarial open set domain adaptation via progressive selection of transferable target samples. Neurocomputing 410: 174-184 (2020) - [j10]Huiqi Deng, Weifu Chen, Qi Shen, Andy Jinhua Ma, Pong C. Yuen, Guocan Feng:
Invariant subspace learning for time series data based on dynamic time warping distance. Pattern Recognit. 102: 107210 (2020) - [c21]Qingxiong Tan, Mang Ye, Baoyao Yang, Siqi Liu, Andy Jinhua Ma, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong Chi Yuen:
DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series. AAAI 2020: 930-937 - [c20]Faming Wu, Andy J. Ma, Yangshan Pan, Yuan Gao, Xiaowei Yan:
Receptive Field Pyramid Network for Object Detection. ICASSP 2020: 1873-1877 - [c19]Yiqi Lin, Andy J. Ma, Jinpeng Wang:
Infrared-Visible Person Re-Identification Via Cross-Modality Batch Normalized Identity Embedding And Mutual Learning. ICIP 2020: 2296-2300 - [c18]Yang Ma, Andy J. Ma, Youngsun Pan, Xi Chen:
Multi-Scale Feature Pyramids for Weakly Supervised Thoracic Disease Localization. ICIP 2020: 2481-2485 - [c17]Youngsun Pan, Andy J. Ma, Yuan Gao, Jinpeng Wang, Yiqi Lin:
Multi-Scale Adversarial Cross-Domain Detection with Robust Discriminative Learning. WACV 2020: 1313-1321 - [i6]Jinpeng Wang, Yiqi Lin, Andy J. Ma:
Self-supervised learning using consistency regularization of spatio-temporal data augmentation for action recognition. CoRR abs/2008.02086 (2020) - [i5]Jinpeng Wang, Yiqi Lin, Andy J. Ma, Pong C. Yuen:
Self-supervised Temporal Discriminative Learning for Video Representation Learning. CoRR abs/2008.02129 (2020) - [i4]Jinpeng Wang, Yuting Gao, Ke Li, Yiqi Lin, Andy J. Ma, Xing Sun:
Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation Learning. CoRR abs/2009.05769 (2020)
2010 – 2019
- 2019
- [j9]Baoyao Yang, Andy Jinhua Ma, Pong C. Yuen:
Body Parts Synthesis for Cross-Quality Pose Estimation. IEEE Trans. Circuits Syst. Video Technol. 29(2): 461-474 (2019) - [j8]Mang Ye, Jiawei Li, Andy Jinhua Ma, Liang Zheng, Pong C. Yuen:
Dynamic Graph Co-Matching for Unsupervised Video-Based Person Re-Identification. IEEE Trans. Image Process. 28(6): 2976-2990 (2019) - [c16]Qingxiong Tan, Andy Jinhua Ma, Mang Ye, Baoyao Yang, Huiqi Deng, Vincent Wai-Sun Wong, Yee-Kit Tse, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Jessica Yuet-Ling Ching, Francis Ka-Leung Chan, Pong C. Yuen:
UA-CRNN: Uncertainty-Aware Convolutional Recurrent Neural Network for Mortality Risk Prediction. CIKM 2019: 109-118 - [c15]Jinpeng Wang, Andy J. Ma:
Spatial-Temporal Bottom-Up Top-Down Attention Model for Action Recognition. ICIG (1) 2019: 81-92 - [c14]Jiawei Li, Mang Ye, Andy Jinhua Ma, Pong C. Yuen:
Variation Generalized Feature Learning via Intra-view Variation Adaptation. IJCAI 2019: 826-832 - 2018
- [j7]Jiawei Li, Andy Jinhua Ma, Pong C. Yuen:
Semi-supervised Region Metric Learning for Person Re-identification. Int. J. Comput. Vis. 126(8): 855-874 (2018) - [j6]Baoyao Yang, Andy Jinhua Ma, Pong C. Yuen:
Learning domain-shared group-sparse representation for unsupervised domain adaptation. Pattern Recognit. 81: 615-632 (2018) - [c13]Baoyao Yang, Andy Jinhua Ma, Pong C. Yuen:
Domain-Shared Group-Sparse Dictionary Learning for Unsupervised Domain Adaptation. AAAI 2018: 7453-7460 - [c12]Qingxiong Tan, Andy Jinhua Ma, Huiqi Deng, Vincent W. S. Wong, Yee-Kit Tse, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Ching Ling Jessica Yuet, Francis Ka-Leung Chan, Pong C. Yuen:
A Hybrid Residual Network and Long Short-Term Memory Method for Peptic Ulcer Bleeding Mortality Prediction. AMIA 2018 - [c11]Huiqi Deng, Weifu Chen, Andy Jinhua Ma, Qi Shen, Pong C. Yuen, Guocan Feng:
Robust Shapelets Learning: Transform-Invariant Prototypes. PRCV (3) 2018: 491-502 - 2017
- [c10]Mang Ye, Andy Jinhua Ma, Liang Zheng, Jiawei Li, Pong C. Yuen:
Dynamic Label Graph Matching for Unsupervised Video Re-identification. ICCV 2017: 5152-5160 - [i3]Mang Ye, Andy Jinhua Ma, Liang Zheng, Jiawei Li, Pong C. Yuen:
Dynamic Label Graph Matching for Unsupervised Video Re-Identification. CoRR abs/1709.09297 (2017) - 2016
- [c9]Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi:
The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) 2016: 777-823 - [c8]Austin Reiter, Andy J. Ma, Nishi Rawat, Christine Shrock, Suchi Saria:
Process Monitoring in the Intensive Care Unit: Assessing Patient Mobility Through Activity Analysis with a Non-Invasive Mobility Sensor. MICCAI (1) 2016: 482-490 - [i2]Frodo Kin-Sun Chan, Andy Jinhua Ma, Pong C. Yuen, Terry Cheuk-Fung Yip, Yee-Kit Tse, Vincent Wai-Sun Wong, Grace Lai-Hung Wong:
Temporal Matrix Completion with Locally Linear Latent Factors for Medical Applications. CoRR abs/1611.00800 (2016) - 2015
- [j5]Andy Jinhua Ma, Jiawei Li, Pong C. Yuen, Ping Li:
Cross-Domain Person Reidentification Using Domain Adaptation Ranking SVMs. IEEE Trans. Image Process. 24(5): 1599-1613 (2015) - [j4]Xiangyuan Lan, Andy Jinhua Ma, Pong C. Yuen, Rama Chellappa:
Joint Sparse Representation and Robust Feature-Level Fusion for Multi-Cue Visual Tracking. IEEE Trans. Image Process. 24(12): 5826-5841 (2015) - [i1]Andy Jinhua Ma, Pong C. Yuen, Suchi Saria:
Deformable Distributed Multiple Detector Fusion for Multi-Person Tracking. CoRR abs/1512.05990 (2015) - 2014
- [j3]Andy Jinhua Ma, Pong C. Yuen:
Reduced Analytic Dependency Modeling: Robust Fusion for Visual Recognition. Int. J. Comput. Vis. 109(3): 233-251 (2014) - [c7]Andy Jinhua Ma, Ping Li:
Query Based Adaptive Re-ranking for Person Re-identification. ACCV (5) 2014: 397-412 - [c6]Andy Jinhua Ma, Ping Li:
Semi-Supervised Ranking for Re-identification with Few Labeled Image Pairs. ACCV (4) 2014: 598-613 - [c5]Xiangyuan Lan, Andy Jinhua Ma, Pong Chi Yuen:
Multi-cue Visual Tracking Using Robust Feature-Level Fusion Based on Joint Sparse Representation. CVPR 2014: 1194-1201 - 2013
- [j2]Andy Jinhua Ma, Pong C. Yuen, Jian-Huang Lai:
Linear Dependency Modeling for Classifier Fusion and Feature Combination. IEEE Trans. Pattern Anal. Mach. Intell. 35(5): 1135-1148 (2013) - [j1]Andy Jinhua Ma, Pong C. Yuen, Wilman W. W. Zou, Jian-Huang Lai:
Supervised Spatio-Temporal Neighborhood Topology Learning for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 23(8): 1447-1460 (2013) - [c4]Andy Jinhua Ma, Pong C. Yuen, Jiawei Li:
Domain Transfer Support Vector Ranking for Person Re-identification without Target Camera Label Information. ICCV 2013: 3567-3574 - 2012
- [c3]Andy Jinhua Ma, Pong Chi Yuen:
Reduced Analytical Dependency Modeling for Classifier Fusion. ECCV (3) 2012: 792-805 - 2011
- [c2]Andy Jinhua Ma, Pong Chi Yuen:
Linear dependency modeling for feature fusion. ICCV 2011: 2041-2048
2000 – 2009
- 2009
- [c1]Andy Jinhua Ma, Pong C. Yuen, Weiwen Zou, Jian-Huang Lai:
Supervised Neighborhood Topology Learning for Human Action Recognition. ICCV Workshops 2009: 476-481
Coauthor Index
Pong C. Yuen
aka: Pong Chi Yuen
aka: Pong Chi Yuen
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