Andy J. Ma - RankMe

60 papers A* 6A 9B 7Misc 1Journal 24Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	CSQDA: A Parameter-Efficient and Memory-Efficient Tuning Method for Medical Image Classification. MMM (2) Yiqian Li, Andy J. Ma
2026	J	`jnl`	DiffusionEngine: Diffusion model is scalable data engine for object detection. Pattern Recognit. Manlin Zhang, Jie Wu, Yuxi Ren, Jiahong Yang, Ming Li, Andy J. Ma
2026	J	`jnl`	Federated Single-Positive Multi-Label Learning. IEEE Trans. Inf. Forensics Secur. Meng Shen, Mang Ye, Andy J. Ma, Pong C. Yuen
2026	J	`jnl`	Video Individual Counting and Tracking from Moving Drones: A Benchmark and Methods. CoRR Yaowu Fan, Jia Wan, Tao Han, Andy J. Ma, Antoni B. Chan
2025	J	`jnl`	Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis. CoRR Yanzuo Lu, Yuxi Ren, Xin Xia, Shanchuan Lin, Xing Wang, Xuefeng Xiao, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai
2025	J	`jnl`	Adversarial Style Mixup and Improved Temporal Alignment for Cross-Domain Few-Shot Action Recognition. Comput. Vis. Image Underst. Kaiyan Cao, Jiawen Peng, Jiaxin Chen, Xinyuan Hou, Andy J. Ma
2025	B	`conf`	Background-aware Prior Mask Refinement and Feature Augmentation for Few-Shot Segmentation. SMC Hongrong He, Jiaxin Chen, Andy J. Ma
2025	B	`conf`	Contrastive Cross-modal Prototype Prediction and Fusion for Video Anomaly Detection SMC Junqiao Wang, Jiawen Peng, Jiaxin Chen, Andy J. Ma
2025	J	`jnl`	Invariant prompting with classifier rectification for continual learning. Image Vis. Comput. Chunsing Lo, Hao Zhang, Andy J. Ma
2025	J	`jnl`	Language-guided Alignment and Distillation for Source-free Domain Adaptation. Neurocomputing Jiawen Peng, Jiaxin Chen, Rong Pan, Andy J. Ma
2025	J	`jnl`	Learning Crowd Scale and Distribution for Weakly Supervised Crowd Counting and Localization. IEEE Trans. Circuits Syst. Video Technol. Yaowu Fan, Jia Wan, Andy J. Ma
2025	J	`jnl`	Video Individual Counting for Moving Drones. CoRR Yaowu Fan, Jia Wan, Tao Han, Antoni B. Chan, Andy J. Ma
2025	J	`jnl`	Vision-Language Adaptive Clustering and Meta-Adaptation for Unsupervised Few-Shot Action Recognition. IEEE Trans. Circuits Syst. Video Technol. Jiaxin Chen, Jiawen Peng, Yanzuo Lu, Jian-Huang Lai, Andy J. Ma
2024	A*	`conf`	Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis. CVPR Yanzuo Lu, Manlin Zhang, Andy J. Ma, Xiaohua Xie, Jianhuang Lai
2024	J	`jnl`	Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis. CoRR Yanzuo Lu, Manlin Zhang, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai
2024	B	`conf`	Confidence-guided Source Label Refinement and Class-aware Pseudo-Label Thresholding for Domain-Adaptive Semantic Segmentation. IJCNN Hongwei Chu, Meng Shen, Jiawen Peng, Andy J. Ma
2024	A*	`conf`	MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation. AAAI Yanzuo Lu, Meng Shen, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai
2024	—	`conf`	Memory-Guided Contrastive and Triplet Separation for Weakly-Supervised Disease Detection. BIBM Jinwen She, Qiong Li, Andy J. Ma
2024	—	`conf`	Pair Shuffle Consistency for Semi-supervised Medical Image Segmentation. MICCAI (8) Jianjun He, Chenyu Cai, Qiong Li, Andy J. Ma
2023	A*	`conf`	Collaborative Learning of Diverse Experts for Source-free Universal Domain Adaptation. ACM Multimedia Meng Shen, Yanzuo Lu, Yanxu Hu, Andy J. Ma
2023	J	`jnl`	DiffusionEngine: Diffusion Model is Scalable Data Engine for Object Detection. CoRR Manlin Zhang, Jie Wu, Yuxi Ren, Ming Li, Jie Qin, Xuefeng Xiao, Wei Liu, Rui Wang, Min Zheng, Andy J. Ma
2023	J	`jnl`	DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition. IEEE Trans. Multim. Jiayu Jiao, Yu-Ming Tang, Kun-Yu Lin, Yipeng Gao, Andy J. Ma, Yaowei Wang, Wei-Shi Zheng
2023	A	`conf`	Discriminative Gradient Adjustment with Coupled Knowledge Distillation for Class Incremental Learning. ICME Hao Zhang, Yanxu Hu, Jiawen Peng, Andy J. Ma
2023	A	`conf`	Dual Episodic Sampling and Momentum Consistency Regularization for Unsupervised Few-shot Learning. ICME Jiaxin Chen, Yanxu Hu, Meng Shen, Andy J. Ma
2023	A	`conf`	E ICME Meng Shen, Andy J. Ma, Pong C. Yuen
2023	—	`conf`	Gradient Adjusted and Weight Rectified Mean Teacher for Source-Free Object Detection. ICANN (7) Jiawen Peng, Jiaxin Chen, Yanxu Hu, Rong Pan, Andy J. Ma
2023	J	`jnl`	MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation. CoRR Yanzuo Lu, Meng Shen, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai
2023	—	`conf`	Patch Shuffle and Pixel Contrast: Dual Consistency Learning for Semi-supervised Lung Tumor Segmentation. PRCV (5) Chenyu Cai, Jianjun He, Manlin Zhang, Yanxu Hu, Qiong Li, Andy J. Ma
2023	—	`conf`	Transformer Based Prototype Learning for Weakly-Supervised Histopathology Tissue Semantic Segmentation. ICANN (4) Jinwen She, Yanxu Hu, Andy J. Ma
2022	—	`conf`	Adversarial Feature Augmentation for Cross-domain Few-Shot Classification. ECCV (20) Yanxu Hu, Andy J. Ma
2022	J	`jnl`	Adversarial Feature Augmentation for Cross-domain Few-shot Classification. CoRR Yanxu Hu, Andy J. Ma
2022	A	`conf`	Anatomical prior-inspired label refinement for weakly supervised liver tumor segmentation with volume-level labels. BMVC Fei Lyu, Andy J. Ma, Pong Chi Yuen
2022	J	`jnl`	Hierarchical feature disentangling network for universal domain adaptation. Pattern Recognit. Yuan Gao, Peipeng Chen, Yue Gao, Jinpeng Wang, Youngsun Pan, Andy J. Ma
2022	—	`conf`	Improving Pre-trained Masked Autoencoder via Locality Enhancement for Person Re-identification. PRCV (2) Yanzuo Lu, Manlin Zhang, Yiqi Lin, Andy J. Ma, Xiaohua Xie, Jianhuang Lai
2022	J	`jnl`	Learning From Synthetic CT Images via Test-Time Training for Liver Tumor Segmentation. IEEE Trans. Medical Imaging Fei Lyu, Mang Ye, Andy J. Ma, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong C. Yuen
2022	A	`conf`	Learning to Mitigate Extreme Distribution Bias for Few-Shot Object Detection. ICME Faming Wu, Yanxu Hu, Jinpeng Wang, Andy J. Ma
2022	J	`jnl`	Multi-Level Temporal Dilated Dense Prediction for Action Recognition. IEEE Trans. Multim. Jinpeng Wang, Yiqi Lin, Manlin Zhang, Yuan Gao, Andy J. Ma
2022	A	`conf`	Multi-level Attentive Adversarial Learning with Temporal Dilation for Unsupervised Video Domain Adaptation. WACV Peipeng Chen, Yuan Gao, Andy J. Ma
2022	A	`conf`	Region-Interactive Proposal Network and Class-Interactive Feature Learning for Few-Shot Object Detection. ICME Yanxu Hu, Faming Wu, Jinpeng Wang, Andy J. Ma
2022	B	`conf`	Source-free Temporal Attentive Domain Adaptation for Video Action Recognition. ICMR Peipeng Chen, Andy J. Ma
2022	A*	`conf`	Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning. AAAI Manlin Zhang, Jinpeng Wang, Andy J. Ma
2022	J	`jnl`	Weakly Supervised Liver Tumor Segmentation Using Couinaud Segment Annotation. IEEE Trans. Medical Imaging Fei Lyu, Andy J. Ma, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong C. Yuen
2022	—	`conf`	Weakly-Supervised Lesion Segmentation with Self-Guidance by CT Intensity Clustering. ISBI Xueyu Zhu, Andy J. Ma
2021	—	`conf`	A Segmentation-Assisted Model for Universal Lesion Detection with Partial Labels. MICCAI (5) Fei Lyu, Baoyao Yang, Andy J. Ma, Pong C. Yuen
2021	—	`conf`	AnchorConv: Anchor Convolution for Point Clouds Analysis. PRCV (2) Youngsun Pan, Andy J. Ma, Yiqi Lin
2021	A	`conf`	Improving Weakly Supervised Object Localization by Uncertainty Estimation of pseudo supervision. ICME Xi Chen, Andy J. Ma, Nanxi Guo, Jiajia Chen
2021	B	`conf`	Incorporating Decision-level Reconstruction Quality in Adversarial Autoencoders for Anomaly Detection. IJCNN Luyuan Li, Andy J. Ma
2021	A*	`conf`	Learning Spatio-temporal Representation by Channel Aliasing Video Perception. ACM Multimedia Yiqi Lin, Jinpeng Wang, Manlin Zhang, Andy J. Ma
2021	A*	`conf`	Removing the Background by Adding the Background: Towards Background Robust Self-Supervised Video Representation Learning. CVPR Jinpeng Wang, Yuting Gao, Ke Li, Yiqi Lin, Andy J. Ma, Hao Cheng, Pai Peng, Feiyue Huang, Rongrong Ji, Xing Sun
2021	J	`jnl`	Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning. CoRR Manlin Zhang, Jinpeng Wang, Andy J. Ma
2020	J	`jnl`	Adversarial open set domain adaptation via progressive selection of transferable target samples. Neurocomputing Yuan Gao, Andy J. Ma, Yue Gao, Jinpeng Wang, Youngsun Pan
2020	B	`conf`	Infrared-Visible Person Re-Identification Via Cross-Modality Batch Normalized Identity Embedding And Mutual Learning. ICIP Yiqi Lin, Andy J. Ma, Jinpeng Wang
2020	A	`conf`	Multi-Scale Adversarial Cross-Domain Detection with Robust Discriminative Learning. WACV Youngsun Pan, Andy J. Ma, Yuan Gao, Jinpeng Wang, Yiqi Lin
2020	B	`conf`	Multi-Scale Feature Pyramids for Weakly Supervised Thoracic Disease Localization. ICIP Yang Ma, Andy J. Ma, Youngsun Pan, Xi Chen
2020	Misc	`conf`	Receptive Field Pyramid Network for Object Detection. ICASSP Faming Wu, Andy J. Ma, Yangshan Pan, Yuan Gao, Xiaowei Yan
2020	J	`jnl`	Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation Learning. CoRR Jinpeng Wang, Yuting Gao, Ke Li, Yiqi Lin, Andy J. Ma, Xing Sun
2020	J	`jnl`	Self-supervised Temporal Discriminative Learning for Video Representation Learning. CoRR Jinpeng Wang, Yiqi Lin, Andy J. Ma, Pong C. Yuen
2020	J	`jnl`	Self-supervised learning using consistency regularization of spatio-temporal data augmentation for action recognition. CoRR Jinpeng Wang, Yiqi Lin, Andy J. Ma
2019	—	`conf`	Spatial-Temporal Bottom-Up Top-Down Attention Model for Action Recognition. ICIG (1) Jinpeng Wang, Andy J. Ma
2016	—	`conf`	Process Monitoring in the Intensive Care Unit: Assessing Patient Mobility Through Activity Analysis with a Non-Invasive Mobility Sensor. MICCAI (1) Austin Reiter, Andy J. Ma, Nishi Rawat, Christine Shrock, Suchi Saria