Zhanyu Ma

384 papers A* 24A 12B 13C 10Misc 6Journal 242Unranked 63
YearRankTypeTitle / Venue / Authors
2026 J jnl
Attention-Enhanced Cross-Modality Alignment for Adapting Vision-Language Models.
Mach. Learn.
Shaoying Xue, Xiaochen Yang, Xiaoxu Li, Jie Cao, Zhanyu Ma
2026 J jnl
BARE: Towards Bias-Aware and Reasoning-Enhanced One-Tower Visual Grounding.
CoRR
Hongbing Li, Linhui Xiao, Zihan Zhao, Qi Shen, Yixiang Huang, Bo Xiao, Zhanyu Ma
2026 J jnl
Benchmarking Semantic Segmentation Models via Appearance and Geometry Attribute Editing.
CoRR
Zijin Yin, Bing Li, Kongming Liang, Hao Sun, Zhongjiang He, Zhanyu Ma, Jun Guo
2026 J jnl
Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models.
CoRR
Yan Liu, Feng Zhang, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Han Liu, Yangdong Deng
2026 J jnl
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting.
CoRR
Muxi Diao, Lele Yang, Wuxuan Gong, Yutong Zhang, Zhonghao Yan, Yufei Han, Kongming Liang, Weiran Xu, Zhanyu Ma
2026 J jnl
EvalMVX: A Unified Benchmarking for Neural 3D Reconstruction under Diverse Multiview Setups.
CoRR
Zaiyan Yang, Jieji Ren, Xiangyi Wang, Zonglin Li, Xu Cao, Heng Guo, Zhanyu Ma, Boxin Shi
2026 J jnl
FCNet: Extracting undistorted images for fine-grained image classification.
Neurocomputing
Junhan Chen, Dongliang Chang, Yujun Tong, Ruoyi Du, Yingqing Wang, Zhanyu Ma, Yi-Zhe Song
2026 J jnl
Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management.
CoRR
Weitao Ma, Xiaocheng Feng, Lei Huang, Xiachong Feng, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Bing Qin
2026 J jnl
Fine-Tuning via Linked Domains: A Closed-Form Dual Alignment Mechanism for Transferring Vision-Language Models.
IEEE Trans. Circuits Syst. Video Technol.
Peiyu Lu, Xiaoxu Li, Rui Zhu, Zhanyu Ma, Jie Cao, Jing-Hao Xue
2026 J jnl
FourierSR: A Fourier Token-Based Plugin for Efficient Image Super-Resolution.
IEEE Trans. Image Process.
Wenjie Li, Heng Guo, Yuefeng Hou, Zhanyu Ma
2026 J jnl
From Sight to Insight: Enhancing Confusable Structure Segmentation via Vision-Language Mutual Prompting.
IEEE Trans. Multim.
Yixiang Huang, Yihao Zuo, Mengqiu Xu, Kaixin Chen, Ming Wu, Chuang Zhang, Zhanyu Ma, Jun Guo
2026 J jnl
Generative Visual Chain-of-Thought for Image Editing.
CoRR
Zijin Yin, Tiankai Hang, Yiji Cheng, Shiyi Zhang, Runze He, Yu Xu, Chunyu Wang, Bing Li, Zheng Chang, Kongming Liang, Qinglin Lu, Zhanyu Ma
2026 J jnl
Geometric Image Editing via Effects-Sensitive In-Context Inpainting with Diffusion Transformers.
CoRR
Shuo Zhang, Wenzhuo Wu, Huayu Zhang, Jiarong Cheng, Xianghao Zang, Chao Ban, Hao Sun, Zhongjiang He, Tianwei Cao, Kongming Liang, Zhanyu Ma
2026 J jnl
Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images.
CoRR
Yuxuan Yang, Zhonghao Yan, Yi Zhang, Bo Yun, Muxi Diao, Guowei Zhao, Kongming Liang, Wenbin Li, Zhanyu Ma
2026 J jnl
HumanRecon: Neural reconstruction of dynamic human using geometric cues and physical priors.
Pattern Recognit.
Junhui Yin, Wei Yin, Hao Chen, Xuqian Ren, Zhanyu Ma, Jun Guo, Yifan Liu
2026 J jnl
Improving Scene Knowledge Referring Expression Comprehension With Large Language Models.
IEEE Multim.
Ruifan Li, Mingcong Lu, Pengyue Lin, Zhihan Yu, Zhanyu Ma
2026 J jnl
LTS-VoiceAgent: A Listen-Think-Speak Framework for Efficient Streaming Voice Interaction via Semantic Triggering and Incremental Reasoning.
CoRR
Wenhao Zou, Yuwei Miao, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Jingwen Xu
2026 A* conf
MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision.
AAAI
Zhonghao Yan, Muxi Diao, Yuxuan Yang, Ruoyan Jing, Jiayuan Xu, Kaizhou Zhang, Lele Yang, Yanxi Liu, Kongming Liang, Zhanyu Ma
2026 J jnl
Near-Light Color Photometric Stereo for mono-Chromaticity non-lambertian surface.
CoRR
Zonglin Li, Jieji Ren, Shuangfan Zhou, Heng Guo, Jinnuo Zhang, Jiang Zhou, Boxin Shi, Zhanyu Ma, Guoying Gu
2026 J jnl
PolGS++: Physically-Guided Polarimetric Gaussian Splatting for Fast Reflective Surface Reconstruction.
CoRR
Yufei Han, Chu Zhou, Youwei Lyu, Qi Chen, Si Li, Boxin Shi, Yunpeng Jia, Heng Guo, Zhanyu Ma
2026 J jnl
Recolour What Matters: Region-Aware Colour Editing via Token-Level Diffusion.
CoRR
Yuqi Yang, Dongliang Chang, Yijia Ling, Ruoyi Du, Zhanyu Ma
2026 A* conf
Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance.
AAAI
Wenjie Li, Jinglei Shi, Jin Han, Heng Guo, Zhanyu Ma
2026 J jnl
Seeing as Experts Do: A Knowledge-Augmented Agent for Open-Set Fine-Grained Visual Understanding.
CoRR
Junhan Chen, Zilu Zhou, Yujun Tong, Dongliang Chang, Yitao Luo, Zhanyu Ma
2026 J jnl
Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering.
CoRR
Nonghai Zhang, Weitao Ma, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Jingwen Xu
2026 J jnl
State Rank Dynamics in Linear Attention LLMs.
CoRR
Ao Sun, Hongtao Zhang, Heng Zhou, Yixuan Ma, Yiran Qin, Tongrui Su, Yan Liu, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He
2026 J jnl
Survey on Deep Face Restoration: From Non-blind to Blind and Beyond.
ACM Comput. Surv.
Wenjie Li, Mei Wang, Kai Zhang, Juncheng Li, Xiaoming Li, Yuhang Zhang, Guangwei Gao, Zhanyu Ma
2026 J jnl
Toward Generalizable Forgery Detection and Reasoning.
IEEE Trans. Image Process.
Yueying Gao, Dongliang Chang, Bingyao Yu, Haotian Qin, Muxi Diao, Lei Chen, Kongming Liang, Zhanyu Ma
2026 J jnl
UserLM-R1: Modeling Human Reasoning in User Language Models with Multi-Reward Reinforcement Learning.
CoRR
Feng Zhang, Shijia Li, Chunmao Zhang, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Jingwen Xu, Han Liu
2025 J jnl
Adaptive Multi-Resolution Feature Fusion for Fine-Grained Visual Classification.
IEEE Trans. Circuits Syst. Video Technol.
Yuqi Yang, Dongliang Chang, Ruoyi Du, Yi-Zhe Song, Zhanyu Ma
2025 J jnl
Animal-CLIP: A Dual-Prompt Enhanced Vision-Language Model for Animal Action Recognition.
Int. J. Comput. Vis.
Yinuo Jing, Kongming Liang, Ruxu Zhang, Hao Sun, Yongxiang Li, Zhongjiang He, Zhanyu Ma
2025 J jnl
AutoRed: A Free-form Adversarial Prompt Generation Framework for Automated Red Teaming.
CoRR
Muxi Diao, Yutao Mou, Keqing He, Hanbo Song, Lulu Zhao, Shikun Zhang, Wei Ye, Kongming Liang, Zhanyu Ma
2025 J jnl
CDN4: A cross-view Deep Nearest Neighbor Neural Network for fine-grained few-shot classification.
Pattern Recognit.
Xiaoxu Li, Shuo Ding, Jiyang Xie, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue
2025 J jnl
CineTechBench: A Benchmark for Cinematographic Technique Understanding and Generation.
CoRR
Xinran Wang, Songyu Xu, Xiangxuan Shan, Yuxuan Zhang, Muxi Diao, Xueyan Duan, Yanhua Huang, Kongming Liang, Zhanyu Ma
2025 J jnl
Clarity in chaos: Boosting few-shot classification through information suppression and sparsification.
Pattern Recognit.
Xiaoxu Li, Luchen Ji, Rui Zhu, Zhanyu Ma, Jing-Hao Xue
2025 J jnl
Class-Customized Domain Adaptation: Unlock Each Customer-Specific Class With Single Annotation.
IEEE Trans. Image Process.
Kaixin Chen, Huiying Chang, Mengqiu Xu, Ruoyi Du, Ming Wu, Zhanyu Ma, Chuang Zhang
2025 A* conf
ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer.
CVPR
Jiayi Gao, Zijin Yin, Changcheng Hua, Yuxin Peng, Kongming Liang, Zhanyu Ma, Jun Guo, Yang Liu
2025 J jnl
ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer.
CoRR
Jiayi Gao, Zijin Yin, Changcheng Hua, Yuxin Peng, Kongming Liang, Zhanyu Ma, Jun Guo, Yang Liu
2025 J jnl
Controllable-Continuous Color Editing in Diffusion Model via Color Mapping.
CoRR
Yuqi Yang, Dongliang Chang, Yuanchen Fang, Yi-Zhe Song, Zhanyu Ma, Jun Guo
2025 J jnl
Detailed Object Description With Controllable Dimensions.
IEEE Trans. Multim.
Xinran Wang, Haiwen Zhang, Baoteng Li, Kongming Liang, Hao Sun, Zhongjiang He, Zhanyu Ma, Jun Guo
2025 J jnl
Disentangling Before Composing: Learning Invariant Disentangled Features for Compositional Zero-Shot Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Tian Zhang, Kongming Liang, Ruoyi Du, Wei Chen, Zhanyu Ma
2025 J jnl
DriveRX: A Vision-Language Reasoning Model for Cross-Task Autonomous Driving.
CoRR
Muxi Diao, Lele Yang, Hongbo Yin, Zhexu Wang, Yejie Wang, Daxin Tian, Kongming Liang, Zhanyu Ma
2025 J jnl
Dual-domain Modulation Network for Lightweight Image Super-Resolution.
CoRR
Wenjie Li, Heng Guo, Yuefeng Hou, Guangwei Gao, Zhanyu Ma
2025 J jnl
FairHuman: Boosting Hand and Face Quality in Human Image Generation with Minimum Potential Delay Fairness in Diffusion Models.
CoRR
Yuxuan Wang, Tianwei Cao, Huayu Zhang, Zhongjiang He, Kongming Liang, Zhanyu Ma
2025 J jnl
FakeReasoning: Towards Generalizable Forgery Detection and Reasoning.
CoRR
Yueying Gao, Dongliang Chang, Bingyao Yu, Haotian Qin, Lei Chen, Kongming Liang, Zhanyu Ma
2025 J jnl
FourierSR: A Fourier Token-based Plugin for Efficient Image Super-Resolution.
CoRR
Wenjie Li, Heng Guo, Yuefeng Hou, Zhanyu Ma
2025 J jnl
Harnessing Caption Detailness for Data-Efficient Text-to-Image Generation.
CoRR
Xinran Wang, Muxi Diao, Yuanzhi Liu, Chunyu Wang, Kongming Liang, Zhanyu Ma, Jun Guo
2025 J jnl
Interactive triplet attention for few-shot fine-grained image classification.
Neurocomputing
Xiaoxu Li, Shaoying Xue, Jiyang Xie, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue
2025 J jnl
Measurement-Constrained Sampling for Text-Prompted Blind Face Restoration.
CoRR
Wenjie Li, Yulun Zhang, Guangwei Gao, Heng Guo, Zhanyu Ma
2025 J jnl
MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision.
CoRR
Zhonghao Yan, Muxi Diao, Yuxuan Yang, Jiayuan Xu, Kaizhou Zhang, Ruoyan Jing, Lele Yang, Yanxi Liu, Kongming Liang, Zhanyu Ma
2025 J jnl
Multi-View Knowledge Guided Semantic Prototype Learning for Generalized Zero-Shot Action Recognition.
IEEE Trans. Multim.
Ming-Zhe Li, Zhen Jia, Zhang Zhang, Yaoning Li, Zhanyu Ma, Liang Wang
2025 J jnl
Multimodal Conditional Information Bottleneck for Generalizable AI-Generated Image Detection.
CoRR
Haotian Qin, Dongliang Chang, Yueying Gao, Bingyao Yu, Lei Chen, Zhanyu Ma
2025 — conf
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results.
CVPR Workshops
Xin Li, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, Xin Cao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun, Subhajit Paul, Ni Tang, Junhao Huang, Zihan Cheng, Hongyun Zhu, Yuehan Wu, Kaixin Deng, Huang Ouyang, Tianxin Xiao, Fan Yang, Zhizun Luo, Zeyu Xiao, Zhuoyuan Li, Pham Hoang Le Nguyen, Dinh Thien An, Luu Thanh Son, Kiet Van Nguyen, Ronghua Xu, Xianmin Tian, Weijian Zhou, Jiacheng Zhang, Yuqian Chen, Yihang Duan, Yujie Wu, Suresh Raikwar, Arsh Garg, Kritika Kritika, Jianhua Zheng, Xiaoshan Ma, Ruolin Zhao, Yongyu Yang, Yongsheng Liang, Guiming Huang, Qiang Li, Hongbin Zhang, Xiangyu Zheng, A. N. Rajagopalan
2025 J jnl
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results.
CoRR
Xin Li, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, XinCao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun, Subhajit Paul, Ni Tang, Junhao Huang, Zihan Cheng, Hongyun Zhu, Yuehan Wu, Kaixin Deng, Huang Ouyang, Tianxin Xiao, Fan Yang, Zhizun Luo, Zeyu Xiao, Zhuoyuan Li, Pham Hoang Le Nguyen, Dinh Thien An, Luu Thanh Son, Kiet Van Nguyen, Ronghua Xu, Xianmin Tian, Weijian Zhou, Jiacheng Zhang, Yuqian Chen, Yihang Duan, Yujie Wu, Suresh Raikwar, Arsh Garg, Kritika Kritika, Jianhua Zheng, Xiaoshan Ma, Ruolin Zhao, Yongyu Yang, Yongsheng Liang, Guiming Huang, Qiang Li, Hongbin Zhang, Xiangyu Zheng, A. N. Rajagopalan
2025 J jnl
OutboundEval: A Dual-Dimensional Benchmark for Expert-Level Intelligent Outbound Evaluation of Xbench's Professional-Aligned Series.
CoRR
Pengyu Xu, Shijia Li, Ao Sun, Feng Zhang, Yahan Li, Bo Wu, Zhanyu Ma, Jiguo Li, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Rui Wang, Yang Liu, Xiaobo Hu, Fan Yang, Jia Zheng, Guanghua Yao
2025 — conf
PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation.
ISBI
Zhonghao Yan, Zijin Yin, Tianyu Lin, Xiangzhu Zeng, Kongming Liang, Zhanyu Ma
2025 J jnl
PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation.
CoRR
Zhonghao Yan, Zijin Yin, Tianyu Lin, Xiangzhu Zeng, Kongming Liang, Zhanyu Ma
2025 A* conf
PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution.
CVPR
Shuangfan Zhou, Chu Zhou, Youwei Lyu, Heng Guo, Zhanyu Ma, Boxin Shi, Imari Sato
2025 J jnl
PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution.
CoRR
Shuangfan Zhou, Chu Zhou, Youwei Lyu, Heng Guo, Zhanyu Ma, Boxin Shi, Imari Sato
2025 A* conf
PMNI: Pose-free Multi-view Normal Integration for Reflective and Textureless Surface Reconstruction.
CVPR
Mingzhi Pei, Xu Cao, Xiangyi Wang, Heng Guo, Zhanyu Ma
2025 J jnl
PMNI: Pose-free Multi-view Normal Integration for Reflective and Textureless Surface Reconstruction.
CoRR
Mingzhi Pei, Xu Cao, Xiangyi Wang, Heng Guo, Zhanyu Ma
2025 J jnl
PolGS: Polarimetric Gaussian Splatting for Fast Reflective Surface Reconstruction.
CoRR
Yufei Han, Bowen Tie, Heng Guo, Youwei Lyu, Si Li, Boxin Shi, Yunpeng Jia, Zhanyu Ma
2025 J jnl
PolarAnything: Diffusion-based Polarimetric Image Synthesis.
CoRR
Kailong Zhang, Youwei Lyu, Heng Guo, Si Li, Zhanyu Ma, Boxin Shi
2025 J jnl
Practically Unbiased Pairwise Loss for Recommendation With Implicit Feedback.
IEEE Trans. Pattern Anal. Mach. Intell.
Tianwei Cao, Qianqian Xu, Zhiyong Yang, Zhanyu Ma, Qingming Huang
2025 J jnl
Query-Aware Cross-Mixup and Cross-Reconstruction for Few-Shot Fine-Grained Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Zhimin Zhang, Dongliang Chang, Rui Zhu, Xiaoxu Li, Zhanyu Ma, Jing-Hao Xue
2025 J jnl
Reserve to Adapt: Mining Inter-Class Relations for Open-Set Domain Adaptation.
IEEE Trans. Image Process.
Yujun Tong, Dongliang Chang, Da Li, Xinran Wang, Kongming Liang, Zhongjiang He, Yi-Zhe Song, Zhanyu Ma
2025 J jnl
Rise by Lifting Others: Interacting Features to Uplift Few-Shot Fine-Grained Classification.
IEEE Trans. Circuits Syst. Video Technol.
Xiaoxu Li, Peiyu Lu, Rui Zhu, Zhanyu Ma, Jie Cao, Jing-Hao Xue
2025 J jnl
SRML: Structure-relation mutual learning network for few-shot image classification.
Pattern Recognit.
Xiaoxu Li, Lang Wang, Rui Zhu, Zhanyu Ma, Jie Cao, Jing-Hao Xue
2025 J jnl
Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance.
CoRR
Wenjie Li, Jinglei Shi, Jin Han, Heng Guo, Zhanyu Ma
2025 — conf
SelectVision: Adaptive Vision Resolution Selection for Visual Document Understanding.
ICDAR (4)
Zhongjiang He, Ye Yuan, An Zhao, Han Fang, Hao Sun, Kongming Liang, Zhanyu Ma
2025 J jnl
Selectively Augmented Attention Network for Few-Shot Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Xiaoxu Li, Xiangyang Wang, Rui Zhu, Zhanyu Ma, Jie Cao, Jing-Hao Xue
2025 J jnl
Self-Supervised Selective-Guided Diffusion Model for Old-Photo Face Restoration.
CoRR
Wenjie Li, Xiangyi Wang, Heng Guo, Guangwei Gao, Zhanyu Ma
2025 J jnl
Self-randomized focuses effectively boost metric-based few-shot classifiers.
Pattern Recognit.
Zhen Li, Zhongyuan Liu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jing-Hao Xue, Yi-Zhe Song
2025 J jnl
SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation.
CoRR
Zhenyu Jin, Wenjie Li, Zhanyu Ma, Heng Guo
2025 J jnl
Towards Privacy-Preserving Fine-Grained Visual Classification via Hierarchical Learning from Label Proportions.
CoRR
Jinyi Chang, Dongliang Chang, Lei Chen, Bingyao Yu, Zhanyu Ma
2025 J jnl
Understanding Episode Hardness in Few-Shot Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yurong Guo, Ruoyi Du, Aneeshan Sain, Kongming Liang, Yuan Dong, Yi-Zhe Song, Zhanyu Ma
2025 J jnl
VDOR: A Video-based Dataset for Object Removal via Sequence Consistency.
CoRR
Runpu Wei, Shuo Zhang, Zhonghao Yan, Zijin Yin, Xueyi Wang, Kongming Liang, Zhanyu Ma
2025 J jnl
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning.
CoRR
Zhong-Yu Li, Ruoyi Du, Juncheng Yan, Le Zhuo, Zhen Li, Peng Gao, Zhanyu Ma, Ming-Ming Cheng
2024 A conf
A Benchmark of Zero-Shot Cross-Lingual Task-Oriented Dialogue Based on Adversarial Contrastive Representation Learning.
ICME
Shuang Cheng, Zhanyu Ma, Jian Ye
2024 J jnl
A simple scheme to amplify inter-class discrepancy for improving few-shot fine-grained image classification.
Pattern Recognit.
Xiaoxu Li, Zijie Guo, Rui Zhu, Zhanyu Ma, Jun Guo, Jing-Hao Xue
2024 A* conf
Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding.
NeurIPS
Yinuo Jing, Ruxu Zhang, Kongming Liang, Yongxiang Li, Zhongjiang He, Zhanyu Ma, Jun Guo
2024 A* conf
Benchmarking Segmentation Models with Mask-Preserved Attribute Editing.
CVPR
Zijin Yin, Kongming Liang, Bing Li, Zhanyu Ma, Jun Guo
2024 J jnl
Benchmarking Segmentation Models with Mask-Preserved Attribute Editing.
CoRR
Zijin Yin, Kongming Liang, Bing Li, Zhanyu Ma, Jun Guo
2024 J jnl
Bi-Directional Ensemble Feature Reconstruction Network for Few-Shot Fine-Grained Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
2024 — conf
BlipFill: Completing Authentic Images with BLIP-enhanced Subject Representation.
CSAI
Heqing Wang, Tianwei Cao, Ling Jin, Weidong Liu, Rui Wang, Zhanyu Ma
2024 A* conf
Channel-Spatial Support-Query Cross-Attention for Fine-Grained Few-Shot Image Classification.
ACM Multimedia
Shicheng Yang, Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Jing-Hao Xue
2024 — conf
Class-Aware Contrastive Learning for Fine-Grained Skeleton-Based Action Recognition.
ACCV (1)
Xinyu Bian, Dongliang Chang, Yuqi Yang, Zhongjiang He, Kongming Liang, Zhanyu Ma
2024 J jnl
CreativeSeg: Semantic Segmentation of Creative Sketches.
IEEE Trans. Image Process.
Yixiao Zheng, Kaiyue Pang, Ayan Das, Dongliang Chang, Yi-Zhe Song, Zhanyu Ma
2024 A* conf
DemoFusion: Democratising High-Resolution Image Generation With No $$$.
CVPR
Ruoyi Du, Dongliang Chang, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
2024 J jnl
Detailed Object Description with Controllable Dimensions.
CoRR
Xinran Wang, Haiwen Zhang, Baoteng Li, Kongming Liang, Hao Sun, Zhongjiang He, Zhanyu Ma, Jun Guo
2024 A* conf
Dual-Prior Augmented Decoding Network for Long Tail Distribution in HOI Detection.
AAAI
Jiayi Gao, Kongming Liang, Tao Wei, Wei Chen, Zhanyu Ma, Jun Guo
2024 J jnl
DualGCN: Exploring Syntactic and Semantic Information for Aspect-Based Sentiment Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Ruifan Li, Hao Chen, Fangxiang Feng, Zhanyu Ma, Xiaojie Wang, Eduard H. Hovy
2024 A* conf
Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network.
ACM Multimedia
Wenjie Li, Heng Guo, Xuannan Liu, Kongming Liang, Jiani Hu, Zhanyu Ma, Jun Guo
2024 J jnl
Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network.
CoRR
Wenjie Li, Heng Guo, Xuannan Liu, Kongming Liang, Jiani Hu, Zhanyu Ma, Jun Guo
2024 — conf
Evaluating Attribute Comprehension in Large Vision-Language Models.
PRCV (5)
Haiwen Zhang, Zixi Yang, Yuanzhi Liu, Xinran Wang, Zheqi He, Kongming Liang, Zhanyu Ma
2024 J jnl
Evaluating Attribute Comprehension in Large Vision-Language Models.
CoRR
Haiwen Zhang, Zixi Yang, Yuanzhi Liu, Xinran Wang, Zheqi He, Kongming Liang, Zhanyu Ma
2024 J jnl
From Simple to Professional: A Combinatorial Controllable Image Captioning Agent.
CoRR
Xinran Wang, Muxi Diao, Baoteng Li, Haiwen Zhang, Kongming Liang, Zhanyu Ma
2024 J jnl
Generating Accurate and Diverse Audio Captions Through Variational Autoencoder Framework.
IEEE Signal Process. Lett.
Yiming Zhang, Ruoyi Du, Zheng-Hua Tan, Wenwu Wang, Zhanyu Ma
2024 — conf
Hierarchical Prompting for Diffusion Classifiers.
ACCV (8)
Wenxin Ning, Dongliang Chang, Yujun Tong, Zhongjiang He, Kongming Liang, Zhanyu Ma
2024 J jnl
I-Max: Maximize the Resolution Potential of Pre-trained Rectified Flow Transformers with Projected Flow.
CoRR
Ruoyi Du, Dongyang Liu, Le Zhuo, Qin Qi, Hongsheng Li, Zhanyu Ma, Peng Gao
2024 J jnl
LGR-NET: Language Guided Reasoning Network for Referring Expression Comprehension.
IEEE Trans. Circuits Syst. Video Technol.
Mingcong Lu, Ruifan Li, Fangxiang Feng, Zhanyu Ma, Xiaojie Wang
2024 A conf
Learning Conditional Prompt for Compositional Zero-Shot Learning.
ICME
Tian Zhang, Kongming Liang, Ke Zhang, Zhanyu Ma
2024 J jnl
Learning Dynamic Prototypes for Visual Pattern Debiasing.
Int. J. Comput. Vis.
Kongming Liang, Zijin Yin, Min Min, Yan Liu, Zhanyu Ma, Jun Guo
2024 A* conf
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT.
NeurIPS
Le Zhuo, Ruoyi Du, Han Xiao, Yangguang Li, Dongyang Liu, Rongjie Huang, Wenze Liu, Xiangyang Zhu, Fu-Yun Wang, Zhanyu Ma, Xu Luo, Zehan Wang, Kaipeng Zhang, Lirui Zhao, Si Liu, Xiangyu Yue, Wanli Ouyang, Yu Qiao, Hongsheng Li, Peng Gao
2024 J jnl
Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT.
CoRR
Le Zhuo, Ruoyi Du, Han Xiao, Yangguang Li, Dongyang Liu, Rongjie Huang, Wenze Liu, Lirui Zhao, Fu-Yun Wang, Zhanyu Ma, Xu Luo, Zehan Wang, Kaipeng Zhang, Xiangyang Zhu, Si Liu, Xiangyu Yue, Dingning Liu, Wanli Ouyang, Ziwei Liu, Yu Qiao, Hongsheng Li, Peng Gao
2024 J jnl
M4Fog: A Global Multi-Regional, Multi-Modal, and Multi-Stage Dataset for Marine Fog Detection and Forecasting to Bridge Ocean and Atmosphere.
CoRR
Mengqiu Xu, Ming Wu, Kaixin Chen, Yixiang Huang, Mingrui Xu, Yujia Yang, Yiqing Feng, Yiying Guo, Bin Huang, Dongliang Chang, Zhenwei Shi, Chuang Zhang, Zhanyu Ma, Jun Guo
2024 J jnl
Mind the Gap: Open Set Domain Adaptation via Mutual-to-Separate Framework.
IEEE Trans. Circuits Syst. Video Technol.
Dongliang Chang, Aneeshan Sain, Zhanyu Ma, Yi-Zhe Song, Ruiping Wang, Jun Guo
2024 — conf
Mixture-of-Hand-Experts: Repainting the Deformed Hand Images Generated by Diffusion Models.
PRCV (5)
Yuxuan Wang, Tianwei Cao, Kongming Liang, Zhongjiang He, Hao Sun, Yongxiang Li, Zhanyu Ma
2024 A* conf
NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images.
CVPR
Yufei Han, Heng Guo, Koki Fukai, Hiroaki Santo, Boxin Shi, Fumio Okura, Zhanyu Ma, Yunpeng Jia
2024 J jnl
NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images.
CoRR
Yufei Han, Heng Guo, Koki Fukai, Hiroaki Santo, Boxin Shi, Fumio Okura, Zhanyu Ma, Yunpeng Jia
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part I
PRCV (1)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part II
PRCV (2)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part III
PRCV (3)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part IV
PRCV (4)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part IX
PRCV (9)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part V
PRCV (5)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part VI
PRCV (6)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part VII
PRCV (7)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part VIII
PRCV (8)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part X
PRCV (10)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part XI
PRCV (11)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part XII
PRCV (12)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — ed.
Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13-15, 2023, Proceedings, Part XIII
PRCV (13)
Qingshan Liu, Hanzi Wang, Zhanyu Ma, Weishi Zheng, Hongbin Zha, Xilin Chen, Liang Wang, Rongrong Ji
2024 — conf
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing.
BIBM
Runpu Wei, Zijin Yin, Kongming Liang, Min Min, Chengwei Pan, Gang Yu, Haonan Huang, Yan Liu, Zhanyu Ma
2024 J jnl
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing.
CoRR
Runpu Wei, Zijin Yin, Kongming Liang, Min Min, Chengwei Pan, Gang Yu, Haonan Huang, Yan Liu, Zhanyu Ma
2024 J jnl
Self-reconstruction network for fine-grained few-shot classification.
Pattern Recognit.
Xiaoxu Li, Zhen Li, Jiyang Xie, Xiaochen Yang, Jing-Hao Xue, Zhanyu Ma
2024 J jnl
Semi-Supervised Learning for FGVC With Out-of-Category Data.
IEEE Trans. Pattern Anal. Mach. Intell.
Ruoyi Du, Dongliang Chang, Zhanyu Ma, Kongming Liang, Yi-Zhe Song, Jun Guo
2024 A* conf
Triple Alignment Strategies for Zero-shot Phrase Grounding under Weak Supervision.
ACM Multimedia
Pengyue Lin, Ruifan Li, Yuzhe Ji, Zhihan Yu, Fangxiang Feng, Zhanyu Ma, Xiaojie Wang
2024 J jnl
Zero-Shot Audio Captioning Using Soft and Hard Prompts.
CoRR
Yiming Zhang, Xuenan Xu, Ruoyi Du, Haohe Liu, Yuan Dong, Zheng-Hua Tan, Wenwu Wang, Zhanyu Ma
2023 J jnl
A Real-Time Memory Updating Strategy for Unsupervised Person Re-Identification.
IEEE Trans. Image Process.
Junhui Yin, Xinyu Zhang, Zhanyu Ma, Jun Guo, Yifan Liu
2023 J jnl
ACTUAL: Audio Captioning With Caption Feature Space Regularization.
IEEE ACM Trans. Audio Speech Lang. Process.
Yiming Zhang, Hong Yu, Ruoyi Du, Zheng-Hua Tan, Wenwu Wang, Zhanyu Ma, Yuan Dong
2023 J jnl
Amplification Enhanced Measurement Scheme of Pump-Dependent Dispersion in EDF Based on OLCR.
IEEE Trans. Instrum. Meas.
Zhanyu Ma, Degang Xu, Quan Chai, Jianzhong Zhang
2023 A* conf
An Erudite Fine-Grained Visual Classification Model.
CVPR
Dongliang Chang, Yujun Tong, Ruoyi Du, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
2023 B conf
Attribute Learning with Knowledge Enhanced Partial Annotations.
ICIP
Kongming Liang, Xinran Wang, Tao Wei, Wei Chen, Zhanyu Ma, Jun Guo
2023 A* conf
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification.
AAAI
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
2023 — conf
Bilinear Adversarial Network for Fine-Grained Domain Adaptation.
IC-NIDC
Wenqing Yu, Dongliang Chang, Kongming Liang, Zhanyu Ma
2023 A* conf
Category-Specific Prompts for Animal Action Recognition with Pretrained Vision-Language Models.
ACM Multimedia
Yinuo Jing, Chunyu Wang, Ruxu Zhang, Kongming Liang, Zhanyu Ma
2023 J jnl
Deep metric learning for few-shot image classification: A Review of recent developments.
Pattern Recognit.
Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue
2023 J jnl
DemoFusion: Democratising High-Resolution Image Generation With No $$$.
CoRR
Ruoyi Du, Dongliang Chang, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
2023 — conf
Focus the Overlapping Problem on Few-Shot Object Detection via Multiple Predictions.
PRCV (2)
Mandan Guan, Wenqing Yu, Yurong Guo, Keyan Huang, Jiaxun Zhang, Kongming Liang, Zhanyu Ma
2023 A* conf
Hierarchical Visual Attribute Learning in the Wild.
ACM Multimedia
Kongming Liang, Xinran Wang, Haiwen Zhang, Zhanyu Ma, Jun Guo
2023 J jnl
HumanRecon: Neural Reconstruction of Dynamic Human Using Geometric Cues and Physical Priors.
CoRR
Junhui Yin, Wei Yin, Hao Chen, Xuqian Ren, Zhanyu Ma, Jun Guo, Yifan Liu
2023 — conf
Image Generation Based Intra-class Variance Smoothing for Fine-Grained Visual Classification.
PRCV (6)
Zihan Yan, Ruoyi Du, Kongming Liang, Tao Wei, Wei Chen, Zhanyu Ma
2023 — conf
KSRL: Knowledge Selection Based Reinforcement Learning for Knowledge-Grounded Dialogue.
KSEM (4)
Zhanyu Ma, Jian Ye, Shuang Cheng
2023 B conf
LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling.
CogSci
Zhanyu Ma, Jian Ye, Shuang Cheng
2023 J jnl
LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling.
CoRR
Zhanyu Ma, Jian Ye, Shuang Cheng
2023 J jnl
Locally-Enriched Cross-Reconstruction for Few-Shot Fine-Grained Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Xiaoxu Li, Qi Song, Jijie Wu, Rui Zhu, Zhanyu Ma, Jing-Hao Xue
2023 J jnl
Making a Bird AI Expert Work for You and Me.
IEEE Trans. Pattern Anal. Mach. Intell.
Dongliang Chang, Kaiyue Pang, Ruoyi Du, Yujun Tong, Yi-Zhe Song, Zhanyu Ma, Jun Guo
2023 — conf
Multi-Frequency Feature Enhancement for Multi-Granularity Visual Classification.
APSIPA ASC
Meijiang Fu, Yixiao Zheng, Dongliang Chang, Wenpan Li, Zhanyu Ma
2023 J jnl
Multi-Semantic Fusion Model for Generalized Zero-Shot Skeleton-Based Action Recognition.
CoRR
Ming-Zhe Li, Zhen Jia, Zhang Zhang, Zhanyu Ma, Liang Wang
2023 A* conf
Multi-View Active Fine-Grained Visual Recognition.
ICCV
Ruoyi Du, Wenqing Yu, Heqing Wang, Ting-En Lin, Dongliang Chang, Zhanyu Ma
2023 — conf
Multi-semantic Fusion Model For Generalized Zero-Shot Skeleton-Based Action Recognition.
ICIG (1)
Ming-Zhe Li, Zhen Jia, Zhang Zhang, Zhanyu Ma, Liang Wang
2023 J jnl
On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector Variables.
IEEE Trans. Neural Networks Learn. Syst.
Zhanyu Ma, Xiaoou Lu, Jiyang Xie, Zhen Yang, Jing-Hao Xue, Zheng-Hua Tan, Bo Xiao, Jun Guo
2023 A* conf
On-the-Fly Category Discovery.
CVPR
Ruoyi Du, Dongliang Chang, Kongming Liang, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
2023 — conf
Plugging Stylized Controls in Open-Stylized Image Captioning.
PRCV (1)
Jie Wang, Yixiao Zheng, Ruoyi Du, Yiming Zhang, Kongming Liang, Zhanyu Ma
2023 J jnl
ReNAP: Relation network with adaptiveprototypical learning for few-shot classification.
Neurocomputing
Xiaoxu Li, Yalan Li, Yixiao Zheng, Rui Zhu, Zhanyu Ma, Jing-Hao Xue, Jie Cao
2023 B conf
Self-Enhanced Training Framework for Referring Expression Grounding.
ICIP
Yitao Chen, Ruoyi Du, Kongming Liang, Zhanyu Ma
2023 Misc conf
Semantic Memory Guided Image Representation for Polyp Segmentation.
ICASSP
Zijin Yin, Runpu Wei, Kongming Liang, Yiyang Lin, Wei Liu, Zhanyu Ma, Min Min, Jun Guo
2023 J jnl
Sketch-Segformer: Transformer-Based Segmentation for Figurative and Creative Sketches.
IEEE Trans. Image Process.
Yixiao Zheng, Jiyang Xie, Aneeshan Sain, Yi-Zhe Song, Zhanyu Ma
2023 J jnl
Super-Resolution Information Enhancement For Crowd Counting.
CoRR
Jiahao Xie, Wei Xu, Dingkang Liang, Zhanyu Ma, Kongming Liang, Weidong Liu, Rui Wang, Ling Jin
2023 Misc conf
Super-Resolution Information Enhancement for Crowd Counting.
ICASSP
Jiahao Xie, Wei Xu, Dingkang Liang, Zhanyu Ma, Kongming Liang, Weidong Liu, Rui Wang, Ling Jin
2023 A* conf
Task-aware Adaptive Learning for Cross-domain Few-shot Learning.
ICCV
Yurong Guo, Ruoyi Du, Yuan Dong, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
2023 — conf
Vision-Language Assisted Attribute Learning.
IC-NIDC
Kongming Liang, Xinran Wang, Rui Wang, Donghui Gao, Ling Jin, Weidong Liu, Xiatian Zhu, Zhanyu Ma, Jun Guo
2023 J jnl
Vision-language Assisted Attribute Learning.
CoRR
Kongming Liang, Xinran Wang, Rui Wang, Donghui Gao, Ling Jin, Weidong Liu, Xiatian Zhu, Zhanyu Ma, Jun Guo
2022 J jnl
A Distributed Bonding Interfacial Loss Characterizing Method of Composite Crystal Based on Optical Low-Coherence Domain Reflectometry.
IEEE Trans. Instrum. Meas.
Zhanyu Ma, Xu Lu, Quan Chai, Gui Xiao, Yonggui Yuan, Gang Wang, Nianjiang Chen, Elfed Lewis, Jian-Jun Zhang, Jun Yang
2022 J jnl
Actor and Action Modular Network for Text-Based Video Segmentation.
IEEE Trans. Image Process.
Jianhua Yang, Yan Huang, Kai Niu, Linjiang Huang, Zhanyu Ma, Liang Wang
2022 J jnl
Advanced Dropout: A Model-Free Methodology for Bayesian Dropout Optimization.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiyang Xie, Zhanyu Ma, Jianjun Lei, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo
2022 J jnl
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification.
CoRR
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
2022 J jnl
Caption Feature Space Regularization for Audio Captioning.
CoRR
Yiming Zhang, Hong Yu, Ruoyi Du, Zhanyu Ma, Yuan Dong
2022 C conf
Complex Scenario-Oriented Fine-Grained Visual Classification Platform.
MMSP
Dongliang Chang, Junhan Chen, Xinran Wang, Ruoyi Du, Wenqing Yu, Yufan Liu, Yujun Tong, Kongming Liang, Yi-Zhe Song, Zhanyu Ma
2022 C conf
Cross-Layer Feature based Multi-Granularity Visual Classification.
VCIP
Junhan Chen, Dongliang Chang, Jiyang Xie, Ruoyi Du, Zhanyu Ma
2022 J jnl
Dirichlet Process Mixture of Generalized Inverted Dirichlet Distributions for Positive Vector Data With Extended Variational Inference.
IEEE Trans. Neural Networks Learn. Syst.
Zhanyu Ma, Yuping Lai, Jiyang Xie, Deyu Meng, W. Bastiaan Kleijn, Jun Guo, Jingyi Yu
2022 J jnl
Domain Generalization via Frequency-based Feature Disentanglement and Interaction.
CoRR
Jingye Wang, Ruoyi Du, Dongliang Chang, Zhanyu Ma
2022 A* conf
Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction.
ACM Multimedia
Jingye Wang, Ruoyi Du, Dongliang Chang, Kongming Liang, Zhanyu Ma
2022 J jnl
Dual-granularity feature alignment for cross-modality person re-identification.
Neurocomputing
Junhui Yin, Zhanyu Ma, Jiyang Xie, Shibo Nie, Kongming Liang, Jun Guo
2022 — conf
Duplex Contextual Relation Network For Polyp Segmentation.
ISBI
Zijin Yin, Kongming Liang, Zhanyu Ma, Jun Guo
2022 C conf
ENDE-GNN: An Encoder-decoder GNN Framework for Sketch Semantic Segmentation.
VCIP
Yixiao Zheng, Jiyang Xie, Aneeshan Sain, Zhanyu Ma, Yi-Zhe Song, Jun Guo
2022 J jnl
Exploring Local Detail Perception for Scene Sketch Semantic Segmentation.
IEEE Trans. Image Process.
Ce Ge, Haifeng Sun, Yi-Zhe Song, Zhanyu Ma, Jianxin Liao
2022 J jnl
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiyang Xie, Zhanyu Ma, Dongliang Chang, Guoqiang Zhang, Jun Guo
2022 B conf
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System.
COLING
Zhanyu Ma, Jian Ye, Xurui Yang, Jianfeng Liu
2022 A conf
Improving Image Paragraph Captioning with Dual Relations.
ICME
Yun Liu, Yihui Shi, Fangxiang Feng, Ruifan Li, Zhanyu Ma, Xiaojie Wang
2022 J jnl
Learning Calibrated Class Centers for Few-Shot Classification by Pair-Wise Similarity.
IEEE Trans. Image Process.
Yurong Guo, Ruoyi Du, Xiaoxu Li, Jiyang Xie, Zhanyu Ma, Yuan Dong
2022 — conf
Learning Invariant Visual Representations for Compositional Zero-Shot Learning.
ECCV (24)
Tian Zhang, Kongming Liang, Ruoyi Du, Xian Sun, Zhanyu Ma, Jun Guo
2022 J jnl
Learning Invariant Visual Representations for Compositional Zero-Shot Learning.
CoRR
Tian Zhang, Kongming Liang, Ruoyi Du, Xian Sun, Zhanyu Ma, Jun Guo
2022 J jnl
MPCCL: Multiview predictive coding with contrastive learning for person re-identification.
Pattern Recognit.
Junhui Yin, Jiyang Xie, Zhanyu Ma, Jun Guo
2022 J jnl
Multi-View Active Fine-Grained Recognition.
CoRR
Ruoyi Du, Wenqing Yu, Heqing Wang, Dongliang Chang, Ting-En Lin, Yongbin Li, Zhanyu Ma
2022 C conf
Multi-modal Human-machine Conversation System for Real Physical World.
MMSP
Yitao Chen, Shibo Nie, Mandan Guan, Jie Wang, Ruoyi Du, Dongliang Chang, Kongming Liang, Zhanyu Ma
2022 J jnl
Progressive Learning of Category-Consistent Multi-Granularity Features for Fine-Grained Visual Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Ruoyi Du, Jiyang Xie, Zhanyu Ma, Dongliang Chang, Yi-Zhe Song, Jun Guo
2022 — conf
ScaleNet: Searching for the Model to Scale.
ECCV (21)
Jiyang Xie, Xiu Su, Shan You, Zhanyu Ma, Fei Wang, Chen Qian
2022 J jnl
ScaleNet: Searching for the Model to Scale.
CoRR
Jiyang Xie, Xiu Su, Shan You, Zhanyu Ma, Fei Wang, Chen Qian
2022 B conf
Structured Dropconnect for Uncertainty Inference in Image Classification.
ICIP
Wenqing Zheng, Jiyang Xie, Xian Sun, Zhanyu Ma
2022 — conf
Unsupervised Domain Adaptation for Semantic Segmentation with Global and Local Consistency.
CICAI (1)
Xiangxuan Shan, Zijin Yin, Jiayi Gao, Kongming Liang, Zhanyu Ma, Jun Guo
2022 J jnl
Unsupervised person re-identification via simultaneous clustering and mask prediction.
Pattern Recognit.
Junhui Yin, Siqing Zhang, Jiyang Xie, Zhanyu Ma, Jun Guo
2021 — conf
A Probabilistic Expression System for Fingerprint Identification Findings Based on Stability.
IC-NIDC
Jingye Wang, Yixiao Zheng, Weiyu Xiong, Junhan Chen, Zhanyu Ma, Rongliang Ma
2021 J jnl
A concise review of recent few-shot meta-learning methods.
Neurocomputing
Xiaoxu Li, Zhuo Sun, Jing-Hao Xue, Zhanyu Ma
2021 J jnl
AP-CNN: Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification.
IEEE Trans. Image Process.
Yifeng Ding, Zhanyu Ma, Shaoguo Wen, Jiyang Xie, Dongliang Chang, Zhongwei Si, Ming Wu, Haibin Ling
2021 J jnl
ATRM: Attention-based Task-level Relation Module for GNN-based Few-shot Learning.
CoRR
Yurong Guo, Zhanyu Ma, Xiaoxu Li, Yuan Dong
2021 J jnl
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification.
IEEE Trans. Image Process.
Xiaoxu Li, Jijie Wu, Zhuo Sun, Zhanyu Ma, Jie Cao, Jing-Hao Xue
2021 B conf
CMF: Cascaded Multi-Model Fusion For Referring Image Segmentation.
ICIP
Jianhua Yang, Yan Huang, Zhanyu Ma, Liang Wang
2021 J jnl
CMF: Cascaded Multi-model Fusion for Referring Image Segmentation.
CoRR
Jianhua Yang, Yan Huang, Zhanyu Ma, Liang Wang
2021 A conf
Channel DropBlock: An Improved Regularization Method for Fine-Grained Visual Classification.
BMVC
Yifeng Ding, Shuwei Dong, Yujun Tong, Zhanyu Ma, Bo Xiao, Haibin Ling
2021 J jnl
Channel DropBlock: An Improved Regularization Method for Fine-Grained Visual Classification.
CoRR
Yifeng Ding, Shuwei Dong, Yujun Tong, Zhanyu Ma, Bo Xiao, Haibin Ling
2021 J jnl
Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data.
CoRR
Ruoyi Du, Dongliang Chang, Zhanyu Ma, Yi-Zhe Song, Jun Guo
2021 J jnl
Competing ratio loss for discriminative multi-class image classification.
Neurocomputing
Ke Zhang, Yurong Guo, Xinsheng Wang, Dongliang Chang, Zhenbing Zhao, Zhanyu Ma, Tony X. Han
2021 — conf
Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual Classification.
MMAsia
Chenyu Guo, Jiyang Xie, Kongming Liang, Xian Sun, Zhanyu Ma
2021 J jnl
Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual Classification.
CoRR
Chenyu Guo, Jiyang Xie, Kongming Liang, Xian Sun, Zhanyu Ma
2021 J jnl
DF^2AM: Dual-level Feature Fusion and Affinity Modeling for RGB-Infrared Cross-modality Person Re-identification.
CoRR
Junhui Yin, Zhanyu Ma, Jiyang Xie, Shibo Nie, Kongming Liang, Jun Guo
2021 J jnl
DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference in Image Recognition.
IEEE Trans. Image Process.
Jiyang Xie, Zhanyu Ma, Jing-Hao Xue, Guoqiang Zhang, Jian Sun, Yinhe Zheng, Jun Guo
2021 J jnl
Deep InterBoost networks for small-sample image classification.
Neurocomputing
Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jun Guo
2021 J jnl
Deep Learning-Based Computer Vision for Surveillance in ITS: Evaluation of State-of-the-Art Methods.
IEEE Trans. Veh. Technol.
Jiyang Xie, Yixiao Zheng, Ruoyi Du, Weiyu Xiong, Yufei Cao, Zhanyu Ma, Dongpu Cao, Jun Guo
2021 J jnl
Deep Metric Learning for Few-Shot Image Classification: A Selective Review.
CoRR
Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue
2021 J jnl
Dilated-Scale-Aware Category-Attention ConvNet for Multi-Class Object Counting.
IEEE Signal Process. Lett.
Wei Xu, Dingkang Liang, Yixiao Zheng, Jiahao Xie, Zhanyu Ma
2021 — conf
Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis.
ACL/IJCNLP (1)
Ruifan Li, Hao Chen, Fangxiang Feng, Zhanyu Ma, Xiaojie Wang, Eduard H. Hovy
2021 J jnl
Duplex Contextual Relation Network for Polyp Segmentation.
CoRR
Zijin Yin, Kongming Liang, Zhanyu Ma, Jun Guo
2021 — conf
Entailment Method Based on Template Selection for Chinese Text Few-shot Learning.
APSIPA ASC
Zeyuan Wang, Zhiyu Wei, Lihui Zhang, Ruifan Li, Zhanyu Ma
2021 — conf
Exploring Category-Shared and Category-Specific Features for Fine-Grained Image Classification.
PRCV (1)
Haoyu Wang, Dongliang Chang, Weidong Liu, Bo Xiao, Zhanyu Ma, Jun Guo, Yaning Chang
2021 J jnl
Fine-Grained Instance-Level Sketch-Based Video Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
Peng Xu, Kun Liu, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo, Yi-Zhe Song
2021 J jnl
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features.
CoRR
Dongliang Chang, Yixiao Zheng, Zhanyu Ma, Ruoyi Du, Kongming Liang
2021 — conf
GRAD-CAM Guided Channel-Spatial Attention Module for Fine-Grained Visual Classification.
MLSP
Shuai Xu, Dongliang Chang, Jiyang Xie, Zhanyu Ma
2021 J jnl
Generalisations of stochastic supervision models.
Pattern Recognit.
Xiaoou Lu, Yangqi Qiao, Rui Zhu, Guijin Wang, Zhanyu Ma, Jing-Hao Xue
2021 J jnl
Grad-CAM guided channel-spatial attention module for fine-grained visual classification.
CoRR
Shuai Xu, Dongliang Chang, Jiyang Xie, Zhanyu Ma
2021 J jnl
Guest Editorial: Special issue on deep learning with small samples.
Neurocomputing
Jing-Hao Xue, Jufeng Yang, Xiaoxu Li, Yan Yan, Yujiu Yang, Zongqing Lu, Zhanyu Ma
2021 — conf
Image Captioning Based on An Improved Transformer with IoU Position Encoding.
APSIPA ASC
Yazhou Li, Yihui Shi, Yun Liu, Ruifan Li, Zhanyu Ma
2021 A conf
Knowledge Transfer Based Fine-Grained Visual Classification.
ICME
Siqing Zhang, Ruoyi Du, Dongliang Chang, Zhanyu Ma, Jun Guo
2021 J jnl
Making a Bird AI Expert Work for You and Me.
CoRR
Dongliang Chang, Kaiyue Pang, Ruoyi Du, Zhanyu Ma, Yi-Zhe Song, Jun Guo
2021 B conf
Part Uncertainty Estimation Convolutional Neural Network For Person Re-Identification.
ICIP
Wenyu Sun, Jiyang Xie, Jiayan Qiu, Zhanyu Ma
2021 — conf
Privacy-Preserving Verifiable Collaborative Learning with Chain Aggregation.
IC-NIDC
Ming Zhou, Zhen Yang, Haiyang Yu, Yingxu Lai, Zhanyu Ma
2021 C conf
Progressive Co-Attention Network for Fine-Grained Visual Classification.
VCIP
Tian Zhang, Dongliang Chang, Zhanyu Ma, Jun Guo
2021 J jnl
Progressive Co-Attention Network for Fine-grained Visual Classification.
CoRR
Tian Zhang, Dongliang Chang, Zhanyu Ma, Jun Guo
2021 J jnl
ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Xiaoxu Li, Liyun Yu, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue, Jie Cao, Jun Guo
2021 — conf
Robust Augmentations for Small Object Detection of Aerial Images.
IC-NIDC
Weiyu Xiong, Zhanyu Ma, Yi-Zhe Song
2021 — conf
S2TD: A Tree-Structured Decoder for Image Paragraph Captioning.
MMAsia
Yihui Shi, Yun Liu, Fangxiang Feng, Ruifan Li, Zhanyu Ma, Xiaojie Wang
2021 J jnl
Structured DropConnect for Uncertainty Inference in Image Classification.
CoRR
Wenqing Zheng, Jiyang Xie, Weidong Liu, Zhanyu Ma
2021 C conf
TLRM: Task-level Relation Module for GNN-based Few-Shot Learning.
VCIP
Yurong Guo, Zhanyu Ma, Xiaoxu Li, Yuan Dong
2021 J jnl
Unsupervised Person Re-identification via Simultaneous Clustering and Consistency Learning.
CoRR
Junhui Yin, Jiayan Qiu, Siqing Zhang, Jiyang Xie, Zhanyu Ma, Jun Guo
2021 A* conf
Your "Flamingo" is My "Bird": Fine-Grained, or Not.
CVPR
Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma, Yi-Zhe Song, Jun Guo
2020 J jnl
A Concise Review of Recent Few-shot Meta-learning Methods.
CoRR
Xiaoxu Li, Zhuo Sun, Jing-Hao Xue, Zhanyu Ma
2020 J jnl
Actor and Action Modular Network for Text-based Video Segmentation.
CoRR
Jianhua Yang, Yan Huang, Kai Niu, Zhanyu Ma, Liang Wang
2020 — conf
Adaptive Multi-prototype Relation Network.
APSIPA
Xiaoxu Li, Tao Tian, Yuxin Liu, Hong Yu, Jie Cao, Zhanyu Ma
2020 J jnl
Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization.
CoRR
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo
2020 — conf
Anti-Noise Relation Network for Few-shot Learning.
APSIPA
Xiaoxu Li, Jintao Yan, Jijie Wu, Yuxin Liu, Xiaochen Yang, Zhanyu Ma
2020 J jnl
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification.
CoRR
Xiaoxu Li, Jijie Wu, Zhuo Sun, Zhanyu Ma, Jie Cao, Jing-Hao Xue
2020 J jnl
CC-Loss: Channel Correlation Loss For Image Classification.
CoRR
Zeyu Song, Dongliang Chang, Zhanyu Ma, Xiaoxu Li, Zheng-Hua Tan
2020 B conf
CC-Loss: Channel Correlation Loss for Image Classification.
ICPR
Zeyu Song, Dongliang Chang, Zhanyu Ma, Xiaoxu Li, Zheng-Hua Tan
2020 J jnl
Channel Attention with Embedding Gaussian Process: A Probabilistic Methodology.
CoRR
Jiyang Xie, Dongliang Chang, Zhanyu Ma, Guoqiang Zhang, Jun Guo
2020 J jnl
Clustering Analysis in the Wireless Propagation Channel with a Variational Gaussian Mixture Model.
IEEE Trans. Big Data
Yupeng Li, Jianhua Zhang, Zhanyu Ma, Yu Zhang
2020 J jnl
DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference.
CoRR
Jiyang Xie, Zhanyu Ma, Jing-Hao Xue, Guoqiang Zhang, Jun Guo
2020 J jnl
Deep Neural Network-Based Impacts Analysis of Multimodal Factors on Heat Demand Prediction.
IEEE Trans. Big Data
Zhanyu Ma, Jiyang Xie, Hailong Li, Qie Sun, Fredrik Wallin, Zhongwei Si, Jun Guo
2020 J jnl
Dilated-Scale-Aware Attention ConvNet For Multi-Class Object Counting.
CoRR
Wei Xu, Dingkang Liang, Yixiao Zheng, Zhanyu Ma
2020 B conf
Dual-attention Guided Dropblock Module for Weakly Supervised Object Localization.
ICPR
Junhui Yin, Siqing Zhang, Dongliang Chang, Zhanyu Ma, Jun Guo
2020 J jnl
Dual-attention Guided Dropblock Module for Weakly Supervised Object Localization.
CoRR
Junhui Yin, Siqing Zhang, Dongliang Chang, Zhanyu Ma, Jun Guo
2020 J jnl
Fine-Grained Age Estimation in the Wild With Attention LSTM Networks.
IEEE Trans. Circuits Syst. Video Technol.
Ke Zhang, Na Liu, Xingfang Yuan, Xinyao Guo, Ce Gao, Zhenbing Zhao, Zhanyu Ma
2020 J jnl
Fine-Grained Instance-Level Sketch-Based Video Retrieval.
CoRR
Peng Xu, Kun Liu, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo, Yi-Zhe Song
2020 J jnl
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches.
CoRR
Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Yi-Zhe Song, Zhanyu Ma, Jun Guo
2020 — conf
Fine-Grained Visual Classification via Progressive Multi-granularity Training of Jigsaw Patches.
ECCV (20)
Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Zhanyu Ma, Yi-Zhe Song, Jun Guo
2020 — conf
GINet: Graph Interaction Network for Scene Parsing.
ECCV (17)
Tianyi Wu, Yu Lu, Yu Zhu, Chuang Zhang, Ming Wu, Zhanyu Ma, Guodong Guo
2020 J jnl
GINet: Graph Interaction Network for Scene Parsing.
CoRR
Tianyi Wu, Yu Lu, Yu Zhu, Chuang Zhang, Ming Wu, Zhanyu Ma, Guodong Guo
2020 — conf
Global Context Enhanced Multi-modal Fusion for Referring Image Segmentation.
PRCV (1)
Jianhua Yang, Yan Huang, Linjiang Huang, Yunbo Wang, Zhanyu Ma, Liang Wang
2020 J jnl
Guest Editorial Special Issue on Recent Advances in Theory, Methodology, and Applications of Imbalanced Learning.
IEEE Trans. Neural Networks Learn. Syst.
Jing-Hao Xue, Zhanyu Ma, Manuel Roveri, Nathalie Japkowicz
2020 J jnl
IEEE Access Special Section Editorial: AI-Driven Big Data Processing: Theory, Methodology, and Applications.
IEEE Access
Zhanyu Ma, Sunwoo Kim, Pascual Martínez-Gómez, Jalil Taghia, Yi-Zhe Song, Huiji Gao
2020 A conf
IU-Module: Intersection and Union Module for Fine-Grained Visual Classification.
ICME
Yixiao Zheng, Dongliang Chang, Jiyang Xie, Zhanyu Ma
2020 J jnl
Insights Into Multiple/Single Lower Bound Approximation for Extended Variational Inference in Non-Gaussian Structured Data Modeling.
IEEE Trans. Neural Networks Learn. Syst.
Zhanyu Ma, Jiyang Xie, Yuping Lai, Jalil Taghia, Jing-Hao Xue, Jun Guo
2020 J jnl
Knowledge Transfer Based Fine-grained Visual Classification.
CoRR
Siqing Zhang, Ruoyi Du, Dongliang Chang, Zhanyu Ma, Jun Guo
2020 J jnl
Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation.
CoRR
Dongliang Chang, Aneeshan Sain, Zhanyu Ma, Yi-Zhe Song, Jun Guo
2020 J jnl
OSLNet: Deep Small-Sample Classification With an Orthogonal Softmax Layer.
IEEE Trans. Image Process.
Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jingyi Yu, Jun Guo
2020 J jnl
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer.
CoRR
Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jingyi Yu, Jun Guo
2020 J jnl
Object-Oriented Video Captioning with Temporal Graph and Prior Knowledge Building.
CoRR
Fangyi Zhu, Jenq-Neng Hwang, Zhanyu Ma, Jun Guo
2020 J jnl
ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification.
CoRR
Xiaoxu Li, Liyun Yu, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue, Jie Cao, Jun Guo
2020 J jnl
SSKD: Self-Supervised Knowledge Distillation for Cross Domain Adaptive Person Re-Identification.
CoRR
Junhui Yin, Jiayan Qiu, Siqing Zhang, Zhanyu Ma, Jun Guo
2020 J jnl
Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
Jianjun Lei, Yuxin Song, Bo Peng, Zhanyu Ma, Ling Shao, Yi-Zhe Song
2020 — conf
Speaker Verification System Based on Deformable CNN and Time-Frequency Attention.
APSIPA
Yiming Zhang, Hong Yu, Zhanyu Ma
2020 J jnl
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification.
CoRR
Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma, Ming Wu, Jun Guo, Yi-Zhe Song
2020 J jnl
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification.
IEEE Trans. Image Process.
Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma, Ming Wu, Jun Guo, Yi-Zhe Song
2020 J jnl
Understanding Objects in Video: Object-Oriented Video Captioning via Structured Trajectory and Adversarial Learning.
IEEE Access
Fangyi Zhu, Jenq-Neng Hwang, Zhanyu Ma, Guang Chen, Jun Guo
2020 J jnl
Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification.
CoRR
Yifeng Ding, Shaoguo Wen, Jiyang Xie, Dongliang Chang, Zhanyu Ma, Zhongwei Si, Haibin Ling
2020 J jnl
Your "Labrador" is My "Dog": Fine-Grained, or Not.
CoRR
Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma, Yi-Zhe Song, Jun Guo
2019 — conf
A Loss With Mixed Penalty for Speech Enhancement Generative Adversarial Network.
APSIPA
Jie Cao, Yaofeng Zhou, Hong Yu, Xiaoxu Li, Dan Wang, Zhanyu Ma
2019 J jnl
Channel Max Pooling Layer for Fine-Grained Vehicle Classification.
CoRR
Zhanyu Ma, Dongliang Chang, Xiaoxu Li
2019 — conf
Channel Max Pooling for Image Classification.
IScIDE (1)
Lu Cheng, Dongliang Chang, Jiyang Xie, Rongliang Ma, Chunsheng Wu, Zhanyu Ma
2019 B conf
Channel-Wise and Feature-Points Reweights Densenet for Image Classification.
ICIP
Ke Zhang, Yurong Guo, Xinsheng Wang, Jinsha Yuan, Zhanyu Ma, Zhenbing Zhao
2019 J jnl
Competing Ratio Loss for Discriminative Multi-class Image Classification.
CoRR
Ke Zhang, Xinsheng Wang, Yurong Guo, Dongliang Chang, Zhenbing Zhao, Zhanyu Ma, Tony X. Han
2019 C conf
Competing Ratio Loss for Multi-class image Classification.
VCIP
Ke Zhang, Xinsheng Wang, Yurong Guo, Zhenbing Zhao, Zhanyu Ma
2019 B conf
Deep Zero-Shot Learning for Scene Sketch.
ICIP
Yao Xie, Peng Xu, Zhanyu Ma
2019 J jnl
Deep Zero-Shot Learning for Scene Sketch.
CoRR
Yao Xie, Peng Xu, Zhanyu Ma
2019 J jnl
Dual Cross-Entropy Loss for Small-Sample Fine-Grained Vehicle Classification.
IEEE Trans. Veh. Technol.
Xiaoxu Li, Liyun Yu, Dongliang Chang, Zhanyu Ma, Jie Cao
2019 — conf
Dynamic Attention Loss for Small-Sample Image Classification.
APSIPA
Jie Cao, Yinping Qiu, Dongliang Chang, Xiaoxu Li, Zhanyu Ma
2019 C conf
FICAL: Focal Inter-Class Angular Loss for Image Classification.
VCIP
Xinran Wei, Dongliang Chang, Jiyang Xie, Yixiao Zheng, Chen Gong, Chuang Zhang, Zhanyu Ma
2019 J jnl
Fine-Grained Vehicle Classification With Channel Max Pooling Modified CNNs.
IEEE Trans. Veh. Technol.
Zhanyu Ma, Dongliang Chang, Jiyang Xie, Yifeng Ding, Shaoguo Wen, Xiaoxu Li, Zhongwei Si, Jun Guo
2019 J jnl
Image-text dual neural network with decision strategy for small-sample image classification.
Neurocomputing
Fangyi Zhu, Zhanyu Ma, Xiaoxu Li, Guang Chen, Jen-Tzung Chien, Jing-Hao Xue, Jun Guo
2019 J jnl
Knowledge-Driven Service Offloading Decision for Vehicular Edge Computing: A Deep Reinforcement Learning Approach.
IEEE Trans. Veh. Technol.
Qi Qi, Jingyu Wang, Zhanyu Ma, Haifeng Sun, Yufei Cao, Lingxin Zhang, Jianxin Liao
2019 — conf
Mixed Attention Mechanism for Small-Sample Fine-grained Image Classification.
APSIPA
Xiaoxu Li, Jijie Wu, Dongliang Chang, Weifeng Huang, Zhanyu Ma, Jie Cao
2019 J jnl
On the Convergence of Extended Variational Inference for Non-Gaussian Statistical Models.
CoRR
Zhanyu Ma, Jalil Taghia, Jun Guo
2019 J jnl
Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval.
CoRR
Jianjun Lei, Yuxin Song, Bo Peng, Zhanyu Ma, Ling Shao, Yi-Zhe Song
2019 J jnl
Shoe-Print Image Retrieval With Multi-Part Weighted CNN.
IEEE Access
Zhanyu Ma, Yifeng Ding, Shaoguo Wen, Jiyang Xie, Yifeng Jin, Zhongwei Si, Haining Wang
2019 J jnl
Short Utterance Based Speech Language Identification in Intelligent Vehicles With Time-Scale Modifications and Deep Bottleneck Features.
IEEE Trans. Veh. Technol.
Zhanyu Ma, Hong Yu, Wei Chen, Jun Guo
2019 — conf
Small-Sample Image Classification Method of Combining Prototype and Margin Learning.
APSIPA
Xiaoxu Li, Liyun Yu, Jie Cao, Dongliang Chang, Zhanyu Ma, Nian Liu
2019 — conf
Soft Dropout And Its Variational Bayes Approximation.
MLSP
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo
2019 J jnl
Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature Modeling.
IEEE Trans. Neural Networks Learn. Syst.
Zhanyu Ma, Yuping Lai, W. Bastiaan Kleijn, Yi-Zhe Song, Liang Wang, Jun Guo
2019 J jnl
Vehicular Edge Computing via Deep Reinforcement Learning.
CoRR
Qi Qi, Zhanyu Ma
2018 J jnl
A Survey on Machine Learning-Based Mobile Big Data Analysis: Challenges and Applications.
Wirel. Commun. Mob. Comput.
Jiyang Xie, Zeyu Song, Yupeng Li, Yanting Zhang, Hong Yu, Jinnan Zhan, Zhanyu Ma, Yuanyuan Qiao, Jianhua Zhang, Jun Guo
2018 J jnl
BALSON: Bayesian Least Squares Optimization with Nonnegative L1-Norm Constraint.
CoRR
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Jen-Tzung Chien, Zhiqing Lin, Jun Guo
2018 — conf
Balson: Bayesian least squares Optimization with Nonnegative L1-norm Constraint.
MLSP
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Jen-Tzung Chien, Zhiqing Lin, Jun Guo
2018 J jnl
Classification of EEG Signal based on non-Gaussian Neutral Vector.
CoRR
Zhanyu Ma
2018 B conf
Clustering in wireless propagation channel with a statistics-based framework.
WCNC
Yupeng Li, Jianhua Zhang, Zhanyu Ma
2018 J jnl
Corrigendum to "Supervised latent Dirichlet allocation with a mixture of sparse softmax" [Neurocomputing, volume 312, 27 October 2018, Pages 324-335].
Neurocomputing
Xiaoxu Li, Zhanyu Ma, Pai Peng, Xiaowei Guo, Feiyue Huang, Xiaojie Wang, Jun Guo
2018 J jnl
Cross-modal subspace learning for fine-grained sketch-based image retrieval.
Neurocomputing
Peng Xu, Qiyue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Tao Xiang, W. Bastiaan Kleijn, Jun Guo
2018 J jnl
Decorrelation of Neutral Vector Variables: Theory and Applications.
IEEE Trans. Neural Networks Learn. Syst.
Zhanyu Ma, Jing-Hao Xue, Arne Leijon, Zheng-Hua Tan, Zhen Yang, Jun Guo
2018 J jnl
Dirichlet Mixture Model based VQ Performance Prediction for Line Spectral Frequency.
CoRR
Zhanyu Ma
2018 J jnl
Histogram Transform-based Speaker Identification.
CoRR
Zhanyu Ma, Hong Yu
2018 J jnl
IEEE Access Special Section Editorial: Recent Advantages of Computer Vision.
IEEE Access
Zhanyu Ma, Haibin Ling, Yi-Zhe Song, Timothy M. Hospedales, Wei Jia, Yuxin Peng, Aili Han
2018 J jnl
Impacts of Weather Conditions on District Heat System.
CoRR
Jiyang Xie, Zhanyu Ma, Jun Guo
2018 J jnl
Infinite Mixture of Inverted Dirichlet Distributions.
CoRR
Zhanyu Ma, Yuping Lai
2018 J jnl
LRID: A new metric of multi-class imbalance degree based on likelihood-ratio test.
Pattern Recognit. Lett.
Rui Zhu, Ziyu Wang, Zhanyu Ma, Guijin Wang, Jing-Hao Xue
2018 J jnl
Language Identification with Deep Bottleneck Features.
CoRR
Zhanyu Ma, Hong Yu
2018 J jnl
Mobile big data analysis with machine learning.
CoRR
Jiyang Xie, Zeyu Song, Yupeng Li, Zhanyu Ma
2018 J jnl
Recent advances in machine learning for non-Gaussian data processing.
Neurocomputing
Zhanyu Ma, Jen-Tzung Chien, Zheng-Hua Tan, Yi-Zhe Song, Jalil Taghia, Ming Xiao
2018 J jnl
SEA: A Combined Model for Heat Demand Prediction.
CoRR
Jiyang Xie, Jiaxin Guo, Zhanyu Ma, Jing-Hao Xue, Qie Sun, Hailong Li, Jun Guo
2018 — conf
SSE: A New Selective Initialization Strategy for Snapshot Ensembling.
CCIS
Dongliang Chang, Xiaoxu Li, Jiyang Xie, Zhanyu Ma, Jun Guo, Jie Cao
2018 A* conf
SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval.
CVPR
Peng Xu, Yongye Huang, Tongtong Yuan, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo
2018 J jnl
SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval.
CoRR
Peng Xu, Yongye Huang, Tongtong Yuan, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo
2018 J jnl
Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features.
IEEE Trans. Neural Networks Learn. Syst.
Hong Yu, Zheng-Hua Tan, Zhanyu Ma, Rainer Martin, Jun Guo
2018 J jnl
Statistical Speech Model Description with VMF Mixture Model.
CoRR
Zhanyu Ma, Arne Leijon
2018 J jnl
Supervised latent Dirichlet allocation with a mixture of sparse softmax.
Neurocomputing
Xiaoxu Li, Zhanyu Ma, Pai Peng, Xiaowei Guo, Feiyue Huang, Xiaojie Wang, Jun Guo
2017 — conf
A PCA-based modeling method for wireless MIMO channel.
INFOCOM Workshops
Xiaochuan Ma, Jianhua Zhang, Yuxiang Zhang, Zhanyu Ma, Yu Zhang
2017 A conf
Adversarial Network Bottleneck Features for Noise Robust Speaker Verification.
INTERSPEECH
Hong Yu, Zheng-Hua Tan, Zhanyu Ma, Jun Guo
2017 J jnl
Adversarial Network Bottleneck Features for Noise Robust Speaker Verification.
CoRR
Hong Yu, Zheng-Hua Tan, Zhanyu Ma, Jun Guo
2017 J jnl
Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval.
CoRR
Peng Xu, Qiyue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Tao Xiang, W. Bastiaan Kleijn, Jun Guo
2017 J jnl
DNN Filter Bank Cepstral Coefficients for Spoofing Detection.
IEEE Access
Hong Yu, Zheng-Hua Tan, Yiming Zhang, Zhanyu Ma, Jun Guo
2017 J jnl
DNN Filter Bank Cepstral Coefficients for Spoofing Detection.
CoRR
Hong Yu, Zheng-Hua Tan, Zhanyu Ma, Jun Guo
2017 J jnl
Data scheme-based wireless channel modeling method: motivation, principle and performance.
J. Commun. Inf. Networks
Xiaochuan Ma, Jianhua Zhang, Yuxiang Zhang, Zhanyu Ma
2017 J jnl
Decorrelation of Neutral Vector Variables: Theory and Applications.
CoRR
Zhanyu Ma, Jing-Hao Xue, Arne Leijon, Zheng-Hua Tan, Zhen Yang, Jun Guo
2017 — conf
Image-Text Dual Model for Small-Sample Image Classification.
CCCV (2)
Fangyi Zhu, Xiaoxu Li, Zhanyu Ma, Guang Chen, Pai Peng, Xiaowei Guo, Jen-Tzung Chien, Jun Guo
2017 J jnl
The Role of Data Analysis in the Development of Intelligent Energy Networks.
CoRR
Zhanyu Ma, Jiyang Xie, Hailong Li, Qie Sun, Zhongwei Si, Jianhua Zhang, Jun Guo
2017 J jnl
The Role of Data Analysis in the Development of Intelligent Energy Networks.
IEEE Netw.
Zhanyu Ma, Jiyang Xie, Hailong Li, Qie Sun, Zhongwei Si, Jianhua Zhang, Jun Guo
2016 J jnl
A Comprehensive Review of Smart Energy Meters in Intelligent Energy Networks.
IEEE Internet Things J.
Qie Sun, Hailong Li, Zhanyu Ma, Chao Wang, Javier Campillo, Qi Zhang, Fredrik Wallin, Jun Guo
2016 — conf
Activation force-based air pollution tracing.
IC-NIDC
Huanyu Zhou, Ni Zhang, Di Huang, Zhanyu Ma, Weisong Hu, Jun Guo
2016 — conf
Cross-modal subspace learning for sketch-based image retrieval: A comparative study.
IC-NIDC
Peng Xu, Ke Li, Zhanyu Ma, Yi-Zhe Song, Liang Wang, Jun Guo
2016 — conf
Cycled merging registration of point clouds for 3D human body modeling.
SPLINE
Yanjie Chen, Yuhong Li, Feng Qi, Zhanyu Ma, Honggang Zhang
2016 — conf
Detecting formula based on Stroke Width Transform for online Chinese examination question retrieval.
DMIAF
Yu Sun, Wenxue Wang, Honggang Zhang, Zhanyu Ma
2016 — conf
Effect of multi-condition training and speech enhancement methods on spoofing detection.
SPLINE
Hong Yu, Achintya Kumar Sarkar, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Zhanyu Ma, Jun Guo
2016 J jnl
Feature selection for neutral vector in EEG signal classification.
Neurocomputing
Zhanyu Ma, Zheng-Hua Tan, Jun Guo
2016 — conf
Instance-Level Coupled Subspace Learning for Fine-Grained Sketch-Based Image Retrieval.
ECCV Workshops (1)
Peng Xu, Qiyue Yin, Yonggang Qi, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Jun Guo
2016 J jnl
Learning Deep Features for DNA Methylation Data Analysis.
IEEE Access
Zhongwei Si, Hong Yu, Zhanyu Ma
2016 J jnl
Mining Sequential Update Summarization with Hierarchical Text Analysis.
Mob. Inf. Syst.
Chunyun Zhang, Zhongwei Si, Zhanyu Ma, Xiaoming Xi, Yilong Yin
2016 — conf
Oscillation Resolution for Massive Cell Phone Traffic Data.
MobiData@MobiSys
Ling Qi, Yuanyuan Qiao, Fehmi Ben Abdesslem, Zhanyu Ma, Jie Yang
2016 J jnl
Text-Independent Speaker Identification Using the Histogram Transform Model.
IEEE Access
Zhanyu Ma, Hong Yu, Zheng-Hua Tan, Jun Guo
2016 — conf
User intention understanding from scratch.
SPLINE
Ziheng Wang, Yonggang Qi, Jun Liu, Zhanyu Ma
2016 J jnl
User location prediction with energy efficiency model in the Long Term-Evolution network.
Int. J. Commun. Syst.
Yuanyuan Qiao, Jie Yang, Haiyang He, Yihang Cheng, Zhanyu Ma
2015 C conf
A multi-level system for sequential update summarization.
QSHINE
Chunyun Zhang, Zhanyu Ma, Jiayue Zhang, Weiran Xu, Jun Guo
2015 J jnl
Activation Force-based Air Pollution Observation Station Clustering.
EAI Endorsed Trans. Wirel. Spectr.
Di Huang, Ni Zhang, Hong Yu, Huanyu Zhou, Zhanyu Ma, Weisong Hu, Jun Guo
2015 C conf
Activation force-based air pollution observation station clustering.
QSHINE
Di Huang, Ni Zhang, Hong Yu, Huanyu Zhou, Zhanyu Ma, Weisong Hu, Jun Guo
2015 — conf
Binary pattern flavored feature extractors for Facial Expression Recognition: An overview.
MIPRO
Rasmus Lyngby Kristensen, Zheng-Hua Tan, Zhanyu Ma, Jun Guo
2015 J jnl
Construction of semantic bootstrapping models for relation extraction.
Knowl. Based Syst.
Chunyun Zhang, Weiran Xu, Zhanyu Ma, Sheng Gao, Qun Li, Jun Guo
2015 J jnl
Generating Realistic Labelled, Weighted Random Graphs.
Algorithms
Michael Charles Davis, Zhanyu Ma, Weiru Liu, Paul Miller, Ruth F. Hunter, Frank Kee
2015 J jnl
Line spectral frequencies modeling by a mixture of von Mises-Fisher distributions.
Signal Process.
Zhanyu Ma, Jalil Taghia, W. Bastiaan Kleijn, Arne Leijon, Jun Guo
2015 J jnl
Mining activation force defined dependency patterns for relation extraction.
Knowl. Based Syst.
Chunyun Zhang, Yichang Zhang, Weiran Xu, Zhanyu Ma, Yan Leng, Jun Guo
2015 J jnl
Multi-label learning with prior knowledge for facial expression analysis.
Neurocomputing
Kaili Zhao, Honggang Zhang, Zhanyu Ma, Yi-Zhe Song, Jun Guo
2015 J jnl
Probabilistic Multiview Depth Image Enhancement Using Variational Inference.
IEEE J. Sel. Top. Signal Process.
Pravin Kumar Rana, Jalil Taghia, Zhanyu Ma, Markus Flierl
2015 J jnl
Variational Bayesian Matrix Factorization for Bounded Support Data.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhanyu Ma, Andrew E. Teschendorff, Arne Leijon, Yuanyuan Qiao, Honggang Zhang, Jun Guo
2014 J jnl
Bayesian Estimation of the von-Mises Fisher Mixture Model with Variational Inference.
IEEE Trans. Pattern Anal. Mach. Intell.
Jalil Taghia, Zhanyu Ma, Arne Leijon
2014 J jnl
Bayesian estimation of Dirichlet mixture model with variational inference.
Pattern Recognit.
Zhanyu Ma, Pravin Kumar Rana, Jalil Taghia, Markus Flierl, Arne Leijon
2014 J jnl
Dirichlet mixture modeling to estimate an empirical lower bound for LSF quantization.
Signal Process.
Zhanyu Ma, Saikat Chatterjee, W. Bastiaan Kleijn, Jun Guo
2014 Misc conf
Histogram transform model using MFCC features for text-independent speaker identification.
ACSSC
Hong Yu, Zhanyu Ma, Minyue Li, Jun Guo
2014 Misc conf
Nonlinear estimation of missing ΔLSF parameters by a mixture of Dirichlet distributions.
ICASSP
Zhanyu Ma, Rainer Martin, Jun Guo, Honggang Zhang
2014 J jnl
Predictive Distribution of the Dirichlet Mixture Model by Local Variational Inference.
J. Signal Process. Syst.
Zhanyu Ma, Arne Leijon, Zheng-Hua Tan, Sheng Gao
2014 — conf
Supervoxels for human and clothes in RGB-D image.
VITAE
Feng Qi, Honggang Zhang, Bo Zhang, Zhanyu Ma, Na Liu
2013 J jnl
A Cross-Domain Recommendation Model for Cyber-Physical Systems.
IEEE Trans. Emerg. Top. Comput.
Sheng Gao, Hao Luo, Da Chen, Shantao Li, Patrick Gallinari, Zhanyu Ma, Jun Guo
2013 J jnl
A variational Bayes beta Mixture Model for Feature Selection in DNA methylation Studies.
J. Bioinform. Comput. Biol.
Zhanyu Ma, Andrew E. Teschendorff
2013 Misc conf
Multiview depth map enhancement by variational bayes inference estimation of Dirichlet mixture models.
ICASSP
Pravin Kumar Rana, Zhanyu Ma, Jalil Taghia, Markus Flierl
2013 A conf
On von-mises fisher mixture model in text-independent speaker identification.
INTERSPEECH
Jalil Taghia, Zhanyu Ma, Arne Leijon
2013 J jnl
Vector quantization of LSF parameters with a mixture of dirichlet distributions.
IEEE Trans. Speech Audio Process.
Zhanyu Ma, Arne Leijon, W. Bastiaan Kleijn
2012 — conf
A model-based collaborative filtering method for bounded support data.
IC-NIDC
Zhanyu Ma, Arne Leijon
2012 — conf
Bayesian estimation of the Dirichlet distribution with expectation propagation.
EUSIPCO
Zhanyu Ma
2012 — conf
EEG signal classification with super-Dirichlet mixture model.
SSP
Zhanyu Ma, Zheng-Hua Tan, Swati Prasad
2011 — conf
Approximating the predictive distribution of the beta distribution with the local variational method.
MLSP
Zhanyu Ma, Arne Leijon
2011 J jnl
Bayesian Estimation of Beta Mixture Models with Variational Inference.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhanyu Ma, Arne Leijon
2011 — —
Non-Gaussian Statistical Modelsand Their Applications.
Zhanyu Ma
2011 A conf
Super-Dirichlet Mixture Models Using Differential Line Spectral Frequencies for Text-Independent Speaker Identification.
INTERSPEECH
Zhanyu Ma, Arne Leijon
2010 Misc conf
Expectation propagation for estimating the parameters of the beta distribution.
ICASSP
Zhanyu Ma, Arne Leijon
2010 — conf
Human skin color detection in RGB space with Bayesian estimation of beta mixture models.
EUSIPCO
Zhanyu Ma, Arne Leijon
2010 A conf
Modelling speech line spectral frequencies with dirichlet mixture models.
INTERSPEECH
Zhanyu Ma, Arne Leijon
2010 A conf
PDF-optimized LSF vector quantization based on beta mixture models.
INTERSPEECH
Zhanyu Ma, Arne Leijon
2009 B conf
Beta mixture models and the application to image classification.
ICIP
Zhanyu Ma, Arne Leijon
2009 A conf
Human audio-visual consonant recognition analyzed with three bimodal integration models.
INTERSPEECH
Zhanyu Ma, Arne Leijon
2008 — conf
A probabilistic principal component analysis based hidden Markov model for audio-visual speech recognition.
ACSCC
Zhanyu Ma, Arne Leijon