A probabilistic principal component analysis based hidden Markov model for audio-visual speech recognition. - Zhanyu Ma; Arne Leijon (ACSCC, 2008)

Beta mixture models and the application to image classification. - Zhanyu Ma; Arne Leijon (ICIP, 2009)

Human audio-visual consonant recognition analyzed with three bimodal integration models. - Zhanyu Ma; Arne Leijon (INTERSPEECH, 2009)

Human skin color detection in RGB space with Bayesian estimation of beta mixture models. - Zhanyu Ma; Arne Leijon (EUSIPCO, 2010)

Expectation propagation for estimating the parameters of the beta distribution. - Zhanyu Ma; Arne Leijon (ICASSP, 2010)

Modelling speech line spectral frequencies with dirichlet mixture models. - Zhanyu Ma; Arne Leijon (INTERSPEECH, 2010)

PDF-optimized LSF vector quantization based on beta mixture models. - Zhanyu Ma; Arne Leijon (INTERSPEECH, 2010)

Super-Dirichlet Mixture Models Using Differential Line Spectral Frequencies for Text-Independent Speaker Identification. - Zhanyu Ma; Arne Leijon (INTERSPEECH, 2011)

Approximating the predictive distribution of the beta distribution with the local variational method. - Zhanyu Ma; Arne Leijon (MLSP, 2011)

Bayesian Estimation of Beta Mixture Models with Variational Inference. - Zhanyu Ma; Arne Leijon (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Non-Gaussian Statistical Modelsand Their Applications. - Zhanyu Ma (2011)

Bayesian estimation of the Dirichlet distribution with expectation propagation. - Zhanyu Ma (EUSIPCO, 2012)

A model-based collaborative filtering method for bounded support data. - Zhanyu Ma; Arne Leijon (IC-NIDC, 2012)

EEG signal classification with super-Dirichlet mixture model. - Zhanyu Ma; Zheng-Hua Tan; Swati Prasad (SSP, 2012)

Multiview depth map enhancement by variational bayes inference estimation of Dirichlet mixture models. - Pravin Kumar Rana; Zhanyu Ma; Jalil Taghia; Markus Flierl (ICASSP, 2013)

On von-mises fisher mixture model in text-independent speaker identification. - Jalil Taghia; Zhanyu Ma; Arne Leijon (INTERSPEECH, 2013)

A variational Bayes beta Mixture Model for Feature Selection in DNA methylation Studies. - Zhanyu Ma; Andrew E. Teschendorff (J. Bioinform. Comput. Biol., 2013)

Vector quantization of LSF parameters with a mixture of dirichlet distributions. - Zhanyu Ma; Arne Leijon; W. Bastiaan Kleijn (IEEE Trans. Speech Audio Process., 2013)

A Cross-Domain Recommendation Model for Cyber-Physical Systems. - Sheng Gao 001; Hao Luo; Da Chen; Shantao Li; Patrick Gallinari; Zhanyu Ma; Jun Guo 002 (IEEE Trans. Emerg. Top. Comput., 2013)

Histogram transform model using MFCC features for text-independent speaker identification. - Hong Yu 006; Zhanyu Ma; Minyue Li; Jun Guo 002 (ACSSC, 2014)

Nonlinear estimation of missing ΔLSF parameters by a mixture of Dirichlet distributions. - Zhanyu Ma; Rainer Martin 001; Jun Guo 002; Honggang Zhang 002 (ICASSP, 2014)

Supervoxels for human and clothes in RGB-D image. - Feng Qi; Honggang Zhang 002; Bo Zhang; Zhanyu Ma; Na Liu (VITAE, 2014)

Bayesian Estimation of the von-Mises Fisher Mixture Model with Variational Inference. - Jalil Taghia; Zhanyu Ma; Arne Leijon (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Bayesian estimation of Dirichlet mixture model with variational inference. - Zhanyu Ma; Pravin Kumar Rana; Jalil Taghia; Markus Flierl; Arne Leijon (Pattern Recognit., 2014)

Dirichlet mixture modeling to estimate an empirical lower bound for LSF quantization. - Zhanyu Ma; Saikat Chatterjee; W. Bastiaan Kleijn; Jun Guo 002 (Signal Process., 2014)

Predictive Distribution of the Dirichlet Mixture Model by Local Variational Inference. - Zhanyu Ma; Arne Leijon; Zheng-Hua Tan; Sheng Gao 001 (J. Signal Process. Syst., 2014)

Binary pattern flavored feature extractors for Facial Expression Recognition: An overview. - Rasmus Lyngby Kristensen; Zheng-Hua Tan; Zhanyu Ma; Jun Guo 002 (MIPRO, 2015)

A multi-level system for sequential update summarization. - Chunyun Zhang; Zhanyu Ma; Jiayue Zhang; Weiran Xu; Jun Guo 002 (QSHINE, 2015)

Generating Realistic Labelled, Weighted Random Graphs. - Michael Charles Davis; Zhanyu Ma; Weiru Liu; Paul Miller 003; Ruth F. Hunter; Frank Kee (Algorithms, 2015)

Activation Force-based Air Pollution Observation Station Clustering. - Di Huang 006; Ni Zhang; Hong Yu 006; Huanyu Zhou; Zhanyu Ma; Weisong Hu; Jun Guo 002 (EAI Endorsed Trans. Wirel. Spectr., 2015)

Multi-label learning with prior knowledge for facial expression analysis. - Kaili Zhao; Honggang Zhang 002; Zhanyu Ma; Yi-Zhe Song; Jun Guo 002 (Neurocomputing, 2015)

Probabilistic Multiview Depth Image Enhancement Using Variational Inference. - Pravin Kumar Rana; Jalil Taghia; Zhanyu Ma; Markus Flierl (IEEE J. Sel. Top. Signal Process., 2015)

Construction of semantic bootstrapping models for relation extraction. - Chunyun Zhang; Weiran Xu; Zhanyu Ma; Sheng Gao 001; Qun Li 002; Jun Guo 002 (Knowl. Based Syst., 2015)

Mining activation force defined dependency patterns for relation extraction. - Chunyun Zhang; Yichang Zhang; Weiran Xu; Zhanyu Ma; Yan Leng; Jun Guo 002 (Knowl. Based Syst., 2015)

Variational Bayesian Matrix Factorization for Bounded Support Data. - Zhanyu Ma; Andrew E. Teschendorff; Arne Leijon; Yuanyuan Qiao 002; Honggang Zhang 002; Jun Guo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Line spectral frequencies modeling by a mixture of von Mises-Fisher distributions. - Zhanyu Ma; Jalil Taghia; W. Bastiaan Kleijn; Arne Leijon; Jun Guo 002 (Signal Process., 2015)

Detecting formula based on Stroke Width Transform for online Chinese examination question retrieval. - Yu Sun; Wenxue Wang; Honggang Zhang 002; Zhanyu Ma (DMIAF, 2016)

Instance-Level Coupled Subspace Learning for Fine-Grained Sketch-Based Image Retrieval. - Peng Xu 005; Qiyue Yin; Yonggang Qi; Yi-Zhe Song; Zhanyu Ma; Liang Wang 001; Jun Guo 002 (ECCV Workshops (1), 2016)

Cross-modal subspace learning for sketch-based image retrieval: A comparative study. - Peng Xu 005; Ke Li 004; Zhanyu Ma; Yi-Zhe Song; Liang Wang 001; Jun Guo 002 (IC-NIDC, 2016)

Activation force-based air pollution tracing. - Huanyu Zhou; Ni Zhang; Di Huang 006; Zhanyu Ma; Weisong Hu; Jun Guo 002 (IC-NIDC, 2016)

Oscillation Resolution for Massive Cell Phone Traffic Data. - Ling Qi; Yuanyuan Qiao 002; Fehmi Ben Abdesslem; Zhanyu Ma; Jie Yang 023 (MobiData@MobiSys, 2016)

Cycled merging registration of point clouds for 3D human body modeling. - Yanjie Chen; Yuhong Li; Feng Qi; Zhanyu Ma; Honggang Zhang 002 (SPLINE, 2016)

User intention understanding from scratch. - Ziheng Wang; Yonggang Qi; Jun Liu 014; Zhanyu Ma (SPLINE, 2016)

Effect of multi-condition training and speech enhancement methods on spoofing detection. - Hong Yu 006; Achintya Kumar Sarkar; Dennis Alexander Lehmann Thomsen; Zheng-Hua Tan; Zhanyu Ma; Jun Guo 002 (SPLINE, 2016)

Text-Independent Speaker Identification Using the Histogram Transform Model. - Zhanyu Ma; Hong Yu 006; Zheng-Hua Tan; Jun Guo 002 (IEEE Access, 2016)

Learning Deep Features for DNA Methylation Data Analysis. - Zhongwei Si; Hong Yu 006; Zhanyu Ma (IEEE Access, 2016)

User location prediction with energy efficiency model in the Long Term-Evolution network. - Yuanyuan Qiao 002; Jie Yang 023; Haiyang He; Yihang Cheng 005; Zhanyu Ma (Int. J. Commun. Syst., 2016)

Feature selection for neutral vector in EEG signal classification. - Zhanyu Ma; Zheng-Hua Tan; Jun Guo 002 (Neurocomputing, 2016)

A Comprehensive Review of Smart Energy Meters in Intelligent Energy Networks. - Qie Sun; Hailong Li; Zhanyu Ma; Chao Wang 015; Javier Campillo; Qi Zhang 019; Fredrik Wallin; Jun Guo 002 (IEEE Internet Things J., 2016)

Mining Sequential Update Summarization with Hierarchical Text Analysis. - Chunyun Zhang; Zhongwei Si; Zhanyu Ma; Xiaoming Xi; Yilong Yin (Mob. Inf. Syst., 2016)

Image-Text Dual Model for Small-Sample Image Classification. - Fangyi Zhu; Xiaoxu Li; Zhanyu Ma; Guang Chen 003; Pai Peng; Xiaowei Guo; Jen-Tzung Chien; Jun Guo 002 (CCCV (2), 2017)

A PCA-based modeling method for wireless MIMO channel. - Xiaochuan Ma; Jianhua Zhang 001; Yuxiang Zhang 002; Zhanyu Ma; Yu Zhang 054 (INFOCOM Workshops, 2017)

Adversarial Network Bottleneck Features for Noise Robust Speaker Verification. - Hong Yu 006; Zheng-Hua Tan; Zhanyu Ma; Jun Guo 002 (INTERSPEECH, 2017)

DNN Filter Bank Cepstral Coefficients for Spoofing Detection. - Hong Yu 006; Zheng-Hua Tan; Yiming Zhang 025; Zhanyu Ma; Jun Guo 002 (IEEE Access, 2017)

DNN Filter Bank Cepstral Coefficients for Spoofing Detection. - Hong Yu 006; Zheng-Hua Tan; Zhanyu Ma; Jun Guo 002 (CoRR, 2017)

Data scheme-based wireless channel modeling method: motivation, principle and performance. - Xiaochuan Ma; Jianhua Zhang 001; Yuxiang Zhang 002; Zhanyu Ma (J. Commun. Inf. Networks, 2017)

The Role of Data Analysis in the Development of Intelligent Energy Networks. - Zhanyu Ma; Jiyang Xie 001; Hailong Li; Qie Sun; Zhongwei Si; Jianhua Zhang 001; Jun Guo 002 (IEEE Netw., 2017)

SSE: A New Selective Initialization Strategy for Snapshot Ensembling. - Dongliang Chang; Xiaoxu Li; Jiyang Xie 001; Zhanyu Ma; Jun Guo 002; Jie Cao 014 (CCIS, 2018)

SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval. - Peng Xu 005; Yongye Huang; Tongtong Yuan; Kaiyue Pang; Yi-Zhe Song; Tao Xiang 002; Timothy M. Hospedales; Zhanyu Ma; Jun Guo 002 (CVPR, 2018)

Balson: Bayesian least squares Optimization with Nonnegative L1-norm Constraint. - Jiyang Xie 001; Zhanyu Ma; Guoqiang Zhang 003; Jing-Hao Xue; Jen-Tzung Chien; Zhiqing Lin; Jun Guo 002 (MLSP, 2018)

Clustering in wireless propagation channel with a statistics-based framework. - Yupeng Li; Jianhua Zhang 001; Zhanyu Ma (WCNC, 2018)

IEEE Access Special Section Editorial: Recent Advantages of Computer Vision. - Zhanyu Ma; Haibin Ling; Yi-Zhe Song; Timothy M. Hospedales; Wei Jia 001; Yuxin Peng; Aili Han (IEEE Access, 2018)

Infinite Mixture of Inverted Dirichlet Distributions. - Zhanyu Ma; Yuping Lai (CoRR, 2018)

SEA: A Combined Model for Heat Demand Prediction. - Jiyang Xie 001; Jiaxin Guo; Zhanyu Ma; Jing-Hao Xue; Qie Sun; Hailong Li; Jun Guo 002 (CoRR, 2018)

Mobile big data analysis with machine learning. - Jiyang Xie 001; Zeyu Song; Yupeng Li; Zhanyu Ma (CoRR, 2018)

Classification of EEG Signal based on non-Gaussian Neutral Vector. - Zhanyu Ma (CoRR, 2018)

Dirichlet Mixture Model based VQ Performance Prediction for Line Spectral Frequency. - Zhanyu Ma (CoRR, 2018)

Histogram Transform-based Speaker Identification. - Zhanyu Ma; Hong Yu 006 (CoRR, 2018)

Statistical Speech Model Description with VMF Mixture Model. - Zhanyu Ma; Arne Leijon (CoRR, 2018)

Impacts of Weather Conditions on District Heat System. - Jiyang Xie 001; Zhanyu Ma; Jun Guo 002 (CoRR, 2018)

Language Identification with Deep Bottleneck Features. - Zhanyu Ma; Hong Yu 006 (CoRR, 2018)

Supervised latent Dirichlet allocation with a mixture of sparse softmax. - Xiaoxu Li; Zhanyu Ma; Pai Peng; Xiaowei Guo; Feiyue Huang; Xiaojie Wang 006; Jun Guo 002 (Neurocomputing, 2018)

Corrigendum to "Supervised latent Dirichlet allocation with a mixture of sparse softmax" [Neurocomputing, volume 312, 27 October 2018, Pages 324-335]. - Xiaoxu Li; Zhanyu Ma; Pai Peng; Xiaowei Guo; Feiyue Huang; Xiaojie Wang 006; Jun Guo 002 (Neurocomputing, 2018)

Recent advances in machine learning for non-Gaussian data processing. - Zhanyu Ma; Jen-Tzung Chien; Zheng-Hua Tan; Yi-Zhe Song; Jalil Taghia; Ming Xiao 001 (Neurocomputing, 2018)

Cross-modal subspace learning for fine-grained sketch-based image retrieval. - Peng Xu 005; Qiyue Yin; Yongye Huang; Yi-Zhe Song; Zhanyu Ma; Liang Wang 001; Tao Xiang 002; W. Bastiaan Kleijn; Jun Guo 002 (Neurocomputing, 2018)

LRID: A new metric of multi-class imbalance degree based on likelihood-ratio test. - Rui Zhu 006; Ziyu Wang 003; Zhanyu Ma; Guijin Wang; Jing-Hao Xue (Pattern Recognit. Lett., 2018)

Decorrelation of Neutral Vector Variables: Theory and Applications. - Zhanyu Ma; Jing-Hao Xue; Arne Leijon; Zheng-Hua Tan; Zhen Yang 004; Jun Guo 002 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features. - Hong Yu 006; Zheng-Hua Tan; Zhanyu Ma; Rainer Martin 001; Jun Guo 002 (IEEE Trans. Neural Networks Learn. Syst., 2018)

A Survey on Machine Learning-Based Mobile Big Data Analysis: Challenges and Applications. - Jiyang Xie 001; Zeyu Song; Yupeng Li; Yanting Zhang 001; Hong Yu 006; Jinnan Zhan; Zhanyu Ma; Yuanyuan Qiao 002; Jianhua Zhang 001; Jun Guo 002 (Wirel. Commun. Mob. Comput., 2018)

Dynamic Attention Loss for Small-Sample Image Classification. - Jie Cao 014; Yinping Qiu; Dongliang Chang; Xiaoxu Li; Zhanyu Ma (APSIPA, 2019)

A Loss With Mixed Penalty for Speech Enhancement Generative Adversarial Network. - Jie Cao 014; Yaofeng Zhou; Hong Yu 006; Xiaoxu Li; Dan Wang; Zhanyu Ma (APSIPA, 2019)

Mixed Attention Mechanism for Small-Sample Fine-grained Image Classification. - Xiaoxu Li; Jijie Wu; Dongliang Chang; Weifeng Huang; Zhanyu Ma; Jie Cao 014 (APSIPA, 2019)

Small-Sample Image Classification Method of Combining Prototype and Margin Learning. - Xiaoxu Li; Liyun Yu; Jie Cao 014; Dongliang Chang; Zhanyu Ma; Nian Liu (APSIPA, 2019)

Channel-Wise and Feature-Points Reweights Densenet for Image Classification. - Ke Zhang 005; Yurong Guo; Xinsheng Wang; Jinsha Yuan; Zhanyu Ma; Zhenbing Zhao (ICIP, 2019)

Deep Zero-Shot Learning for Scene Sketch. - Yao Xie; Peng Xu 005; Zhanyu Ma (ICIP, 2019)

Channel Max Pooling for Image Classification. - Lu Cheng; Dongliang Chang; Jiyang Xie 001; Rongliang Ma; Chunsheng Wu; Zhanyu Ma (IScIDE (1), 2019)

Soft Dropout And Its Variational Bayes Approximation. - Jiyang Xie 001; Zhanyu Ma; Guoqiang Zhang 003; Jing-Hao Xue; Zheng-Hua Tan; Jun Guo 002 (MLSP, 2019)

Competing Ratio Loss for Multi-class image Classification. - Ke Zhang 005; Xinsheng Wang; Yurong Guo; Zhenbing Zhao; Zhanyu Ma (VCIP, 2019)

FICAL: Focal Inter-Class Angular Loss for Image Classification. - Xinran Wei; Dongliang Chang; Jiyang Xie 001; Yixiao Zheng; Chen Gong 002; Chuang Zhang; Zhanyu Ma (VCIP, 2019)

Shoe-Print Image Retrieval With Multi-Part Weighted CNN. - Zhanyu Ma; Yifeng Ding; Shaoguo Wen; Jiyang Xie 001; Yifeng Jin; Zhongwei Si; Haining Wang (IEEE Access, 2019)

Vehicular Edge Computing via Deep Reinforcement Learning. - Qi Qi 001; Zhanyu Ma (CoRR, 2019)

On the Convergence of Extended Variational Inference for Non-Gaussian Statistical Models. - Zhanyu Ma; Jalil Taghia; Jun Guo 002 (CoRR, 2019)

Channel Max Pooling Layer for Fine-Grained Vehicle Classification. - Zhanyu Ma; Dongliang Chang; Xiaoxu Li (CoRR, 2019)

Image-text dual neural network with decision strategy for small-sample image classification. - Fangyi Zhu; Zhanyu Ma; Xiaoxu Li; Guang Chen 003; Jen-Tzung Chien; Jing-Hao Xue; Jun Guo 002 (Neurocomputing, 2019)

Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature Modeling. - Zhanyu Ma; Yuping Lai; W. Bastiaan Kleijn; Yi-Zhe Song; Liang Wang 001; Jun Guo 002 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Dual Cross-Entropy Loss for Small-Sample Fine-Grained Vehicle Classification. - Xiaoxu Li; Liyun Yu; Dongliang Chang; Zhanyu Ma; Jie Cao 014 (IEEE Trans. Veh. Technol., 2019)

Fine-Grained Vehicle Classification With Channel Max Pooling Modified CNNs. - Zhanyu Ma; Dongliang Chang; Jiyang Xie 001; Yifeng Ding; Shaoguo Wen; Xiaoxu Li; Zhongwei Si; Jun Guo 002 (IEEE Trans. Veh. Technol., 2019)

Short Utterance Based Speech Language Identification in Intelligent Vehicles With Time-Scale Modifications and Deep Bottleneck Features. - Zhanyu Ma; Hong Yu 006; Wei Chen 071; Jun Guo 002 (IEEE Trans. Veh. Technol., 2019)

Knowledge-Driven Service Offloading Decision for Vehicular Edge Computing: A Deep Reinforcement Learning Approach. - Qi Qi 001; Jingyu Wang 001; Zhanyu Ma; Haifeng Sun 001; Yufei Cao; Lingxin Zhang; Jianxin Liao (IEEE Trans. Veh. Technol., 2019)

Adaptive Multi-prototype Relation Network. - Xiaoxu Li; Tao Tian; Yuxin Liu; Hong Yu 006; Jie Cao 014; Zhanyu Ma (APSIPA, 2020)

Anti-Noise Relation Network for Few-shot Learning. - Xiaoxu Li; Jintao Yan; Jijie Wu; Yuxin Liu; Xiaochen Yang; Zhanyu Ma (APSIPA, 2020)

Speaker Verification System Based on Deformable CNN and Time-Frequency Attention. - Yiming Zhang 025; Hong Yu 006; Zhanyu Ma (APSIPA, 2020)

Fine-Grained Visual Classification via Progressive Multi-granularity Training of Jigsaw Patches. - Ruoyi Du; Dongliang Chang; Ayan Kumar Bhunia; Jiyang Xie 001; Zhanyu Ma; Yi-Zhe Song; Jun Guo 002 (ECCV (20), 2020)

GINet: Graph Interaction Network for Scene Parsing. - Tianyi Wu; Yu Lu; Yu Zhu 006; Chuang Zhang; Ming Wu 001; Zhanyu Ma; Guodong Guo (ECCV (17), 2020)

IU-Module: Intersection and Union Module for Fine-Grained Visual Classification. - Yixiao Zheng; Dongliang Chang; Jiyang Xie 001; Zhanyu Ma (ICME, 2020)

CC-Loss: Channel Correlation Loss for Image Classification. - Zeyu Song; Dongliang Chang; Zhanyu Ma; Xiaoxu Li; Zheng-Hua Tan (ICPR, 2020)

Dual-attention Guided Dropblock Module for Weakly Supervised Object Localization. - Junhui Yin; Siqing Zhang 001; Dongliang Chang; Zhanyu Ma; Jun Guo 002 (ICPR, 2020)

Global Context Enhanced Multi-modal Fusion for Referring Image Segmentation. - Jianhua Yang; Yan Huang 008; Linjiang Huang; Yunbo Wang; Zhanyu Ma; Liang Wang 001 (PRCV (1), 2020)

IEEE Access Special Section Editorial: AI-Driven Big Data Processing: Theory, Methodology, and Applications. - Zhanyu Ma; Sunwoo Kim 001; Pascual Martínez-Gómez; Jalil Taghia; Yi-Zhe Song; Huiji Gao (IEEE Access, 2020)

Understanding Objects in Video: Object-Oriented Video Captioning via Structured Trajectory and Adversarial Learning. - Fangyi Zhu; Jenq-Neng Hwang; Zhanyu Ma; Guang Chen 003; Jun Guo 002 (IEEE Access, 2020)

Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification. - Yifeng Ding; Shaoguo Wen; Jiyang Xie 001; Dongliang Chang; Zhanyu Ma; Zhongwei Si; Haibin Ling (CoRR, 2020)

Object-Oriented Video Captioning with Temporal Graph and Prior Knowledge Building. - Fangyi Zhu; Jenq-Neng Hwang; Zhanyu Ma; Jun Guo 002 (CoRR, 2020)

Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation. - Dongliang Chang; Aneeshan Sain; Zhanyu Ma; Yi-Zhe Song; Jun Guo 002 (CoRR, 2020)

Channel Attention with Embedding Gaussian Process: A Probabilistic Methodology. - Jiyang Xie 001; Dongliang Chang; Zhanyu Ma; Guoqiang Zhang 003; Jun Guo 002 (CoRR, 2020)

SSKD: Self-Supervised Knowledge Distillation for Cross Domain Adaptive Person Re-Identification. - Junhui Yin; Jiayan Qiu; Siqing Zhang 001; Zhanyu Ma; Jun Guo 002 (CoRR, 2020)

Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization. - Jiyang Xie 001; Zhanyu Ma; Guoqiang Zhang 003; Jing-Hao Xue; Zheng-Hua Tan; Jun Guo 002 (CoRR, 2020)

Actor and Action Modular Network for Text-based Video Segmentation. - Jianhua Yang; Yan Huang 008; Kai Niu 002; Zhanyu Ma; Liang Wang 001 (CoRR, 2020)

DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference. - Jiyang Xie 001; Zhanyu Ma; Jing-Hao Xue; Guoqiang Zhang 003; Jun Guo 002 (CoRR, 2020)

Your "Labrador" is My "Dog": Fine-Grained, or Not. - Dongliang Chang; Kaiyue Pang; Yixiao Zheng; Zhanyu Ma; Yi-Zhe Song; Jun Guo 002 (CoRR, 2020)

Dilated-Scale-Aware Attention ConvNet For Multi-Class Object Counting. - Wei Xu 037; Dingkang Liang; Yixiao Zheng; Zhanyu Ma (CoRR, 2020)

Clustering Analysis in the Wireless Propagation Channel with a Variational Gaussian Mixture Model. - Yupeng Li; Jianhua Zhang 001; Zhanyu Ma; Yu Zhang 054 (IEEE Trans. Big Data, 2020)

Deep Neural Network-Based Impacts Analysis of Multimodal Factors on Heat Demand Prediction. - Zhanyu Ma; Jiyang Xie 001; Hailong Li; Qie Sun; Fredrik Wallin; Zhongwei Si; Jun Guo 002 (IEEE Trans. Big Data, 2020)

Semi-Heterogeneous Three-Way Joint Embedding Network for Sketch-Based Image Retrieval. - Jianjun Lei; Yuxin Song; Bo Peng 007; Zhanyu Ma; Ling Shao 001; Yi-Zhe Song (IEEE Trans. Circuits Syst. Video Technol., 2020)

Fine-Grained Age Estimation in the Wild With Attention LSTM Networks. - Ke Zhang 005; Na Liu; Xingfang Yuan; Xinyao Guo; Ce Gao; Zhenbing Zhao; Zhanyu Ma (IEEE Trans. Circuits Syst. Video Technol., 2020)

The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification. - Dongliang Chang; Yifeng Ding; Jiyang Xie 001; Ayan Kumar Bhunia; Xiaoxu Li; Zhanyu Ma; Ming Wu 001; Jun Guo 002; Yi-Zhe Song (IEEE Trans. Image Process., 2020)

OSLNet: Deep Small-Sample Classification With an Orthogonal Softmax Layer. - Xiaoxu Li; Dongliang Chang; Zhanyu Ma; Zheng-Hua Tan; Jing-Hao Xue; Jie Cao 014; Jingyi Yu; Jun Guo 002 (IEEE Trans. Image Process., 2020)

Insights Into Multiple/Single Lower Bound Approximation for Extended Variational Inference in Non-Gaussian Structured Data Modeling. - Zhanyu Ma; Jiyang Xie 001; Yuping Lai; Jalil Taghia; Jing-Hao Xue; Jun Guo 002 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Guest Editorial Special Issue on Recent Advances in Theory, Methodology, and Applications of Imbalanced Learning. - Jing-Hao Xue; Zhanyu Ma; Manuel Roveri; Nathalie Japkowicz (IEEE Trans. Neural Networks Learn. Syst., 2020)

Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis. - Ruifan Li; Hao Chen 041; Fangxiang Feng; Zhanyu Ma; Xiaojie Wang 006; Eduard H. Hovy (ACL/IJCNLP (1), 2021)

Image Captioning Based on An Improved Transformer with IoU Position Encoding. - Yazhou Li; Yihui Shi; Yun Liu; Ruifan Li; Zhanyu Ma (APSIPA ASC, 2021)

Entailment Method Based on Template Selection for Chinese Text Few-shot Learning. - Zeyuan Wang; Zhiyu Wei; Lihui Zhang; Ruifan Li; Zhanyu Ma (APSIPA ASC, 2021)

Channel DropBlock: An Improved Regularization Method for Fine-Grained Visual Classification. - Yifeng Ding; Shuwei Dong; Yujun Tong; Zhanyu Ma; Bo Xiao; Haibin Ling (BMVC, 2021)

Your "Flamingo" is My "Bird": Fine-Grained, or Not. - Dongliang Chang; Kaiyue Pang; Yixiao Zheng; Zhanyu Ma; Yi-Zhe Song; Jun Guo 002 (CVPR, 2021)

Part Uncertainty Estimation Convolutional Neural Network For Person Re-Identification. - Wenyu Sun; Jiyang Xie 001; Jiayan Qiu; Zhanyu Ma (ICIP, 2021)

CMF: Cascaded Multi-Model Fusion For Referring Image Segmentation. - Jianhua Yang; Yan Huang 008; Zhanyu Ma; Liang Wang 001 (ICIP, 2021)

Knowledge Transfer Based Fine-Grained Visual Classification. - Siqing Zhang 001; Ruoyi Du; Dongliang Chang; Zhanyu Ma; Jun Guo 002 (ICME, 2021)

A Probabilistic Expression System for Fingerprint Identification Findings Based on Stability. - Jingye Wang; Yixiao Zheng; Weiyu Xiong; Junhan Chen; Zhanyu Ma; Rongliang Ma (IC-NIDC, 2021)

Robust Augmentations for Small Object Detection of Aerial Images. - Weiyu Xiong; Zhanyu Ma; Yi-Zhe Song (IC-NIDC, 2021)

Privacy-Preserving Verifiable Collaborative Learning with Chain Aggregation. - Ming Zhou; Zhen Yang 004; Haiyang Yu 001; Yingxu Lai; Zhanyu Ma (IC-NIDC, 2021)

GRAD-CAM Guided Channel-Spatial Attention Module for Fine-Grained Visual Classification. - Shuai Xu; Dongliang Chang; Jiyang Xie 001; Zhanyu Ma (MLSP, 2021)

Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual Classification. - Chenyu Guo; Jiyang Xie 001; Kongming Liang; Xian Sun; Zhanyu Ma (MMAsia, 2021)

S2TD: A Tree-Structured Decoder for Image Paragraph Captioning. - Yihui Shi; Yun Liu; Fangxiang Feng; Ruifan Li; Zhanyu Ma; Xiaojie Wang 006 (MMAsia, 2021)

Exploring Category-Shared and Category-Specific Features for Fine-Grained Image Classification. - Haoyu Wang; Dongliang Chang; Weidong Liu; Bo Xiao 002; Zhanyu Ma; Jun Guo 002; Yaning Chang (PRCV (1), 2021)

TLRM: Task-level Relation Module for GNN-based Few-Shot Learning. - Yurong Guo; Zhanyu Ma; Xiaoxu Li; Yuan Dong (VCIP, 2021)

Progressive Co-Attention Network for Fine-Grained Visual Classification. - Tian Zhang; Dongliang Chang; Zhanyu Ma; Jun Guo 002 (VCIP, 2021)

ATRM: Attention-based Task-level Relation Module for GNN-based Few-shot Learning. - Yurong Guo; Zhanyu Ma; Xiaoxu Li; Yuan Dong (CoRR, 2021)

Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features. - Dongliang Chang; Yixiao Zheng; Zhanyu Ma; Ruoyi Du; Kongming Liang (CoRR, 2021)

Unsupervised Person Re-identification via Simultaneous Clustering and Consistency Learning. - Junhui Yin; Jiayan Qiu; Siqing Zhang 001; Jiyang Xie 001; Zhanyu Ma; Jun Guo 002 (CoRR, 2021)

DF^2AM: Dual-level Feature Fusion and Affinity Modeling for RGB-Infrared Cross-modality Person Re-identification. - Junhui Yin; Zhanyu Ma; Jiyang Xie 001; Shibo Nie; Kongming Liang; Jun Guo 002 (CoRR, 2021)

Deep Metric Learning for Few-Shot Image Classification: A Selective Review. - Xiaoxu Li; Xiaochen Yang; Zhanyu Ma; Jing-Hao Xue (CoRR, 2021)

Structured DropConnect for Uncertainty Inference in Image Classification. - Wenqing Zheng; Jiyang Xie 001; Weidong Liu; Zhanyu Ma (CoRR, 2021)

Making a Bird AI Expert Work for You and Me. - Dongliang Chang; Kaiyue Pang; Ruoyi Du; Zhanyu Ma; Yi-Zhe Song; Jun Guo 002 (CoRR, 2021)

Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data. - Ruoyi Du; Dongliang Chang; Zhanyu Ma; Yi-Zhe Song; Jun Guo 002 (CoRR, 2021)

Deep InterBoost networks for small-sample image classification. - Xiaoxu Li; Dongliang Chang; Zhanyu Ma; Zheng-Hua Tan; Jing-Hao Xue; Jie Cao 014; Jun Guo 002 (Neurocomputing, 2021)

A concise review of recent few-shot meta-learning methods. - Xiaoxu Li; Zhuo Sun; Jing-Hao Xue; Zhanyu Ma (Neurocomputing, 2021)

Guest Editorial: Special issue on deep learning with small samples. - Jing-Hao Xue; Jufeng Yang; Xiaoxu Li; Yan Yan 001; Yujiu Yang; Zongqing Lu 001; Zhanyu Ma (Neurocomputing, 2021)

Competing ratio loss for discriminative multi-class image classification. - Ke Zhang 005; Yurong Guo; Xinsheng Wang; Dongliang Chang; Zhenbing Zhao; Zhanyu Ma; Tony X. Han (Neurocomputing, 2021)

Generalisations of stochastic supervision models. - Xiaoou Lu; Yangqi Qiao; Rui Zhu 006; Guijin Wang; Zhanyu Ma; Jing-Hao Xue (Pattern Recognit., 2021)

Dilated-Scale-Aware Category-Attention ConvNet for Multi-Class Object Counting. - Wei Xu 037; Dingkang Liang; Yixiao Zheng; Jiahao Xie; Zhanyu Ma (IEEE Signal Process. Lett., 2021)

ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification. - Xiaoxu Li; Liyun Yu; Xiaochen Yang; Zhanyu Ma; Jing-Hao Xue; Jie Cao 014; Jun Guo 002 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Fine-Grained Instance-Level Sketch-Based Video Retrieval. - Peng Xu 005; Kun Liu 016; Tao Xiang 002; Timothy M. Hospedales; Zhanyu Ma; Jun Guo 002; Yi-Zhe Song (IEEE Trans. Circuits Syst. Video Technol., 2021)

AP-CNN: Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification. - Yifeng Ding; Zhanyu Ma; Shaoguo Wen; Jiyang Xie 001; Dongliang Chang; Zhongwei Si; Ming Wu 001; Haibin Ling (IEEE Trans. Image Process., 2021)

BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification. - Xiaoxu Li; Jijie Wu; Zhuo Sun; Zhanyu Ma; Jie Cao 014; Jing-Hao Xue (IEEE Trans. Image Process., 2021)

DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference in Image Recognition. - Jiyang Xie 001; Zhanyu Ma; Jing-Hao Xue; Guoqiang Zhang 003; Jian Sun; Yinhe Zheng; Jun Guo 002 (IEEE Trans. Image Process., 2021)

Deep Learning-Based Computer Vision for Surveillance in ITS: Evaluation of State-of-the-Art Methods. - Jiyang Xie 001; Yixiao Zheng; Ruoyi Du; Weiyu Xiong; Yufei Cao; Zhanyu Ma; Dongpu Cao; Jun Guo 002 (IEEE Trans. Veh. Technol., 2021)

Unsupervised Domain Adaptation for Semantic Segmentation with Global and Local Consistency. - Xiangxuan Shan; Zijin Yin; Jiayi Gao; Kongming Liang; Zhanyu Ma; Jun Guo 002 (CICAI (1), 2022)

HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System. - Zhanyu Ma; Jian Ye; Xurui Yang; Jianfeng Liu (COLING, 2022)

ScaleNet: Searching for the Model to Scale. - Jiyang Xie 001; Xiu Su; Shan You; Zhanyu Ma; Fei Wang 032; Chen Qian 006 (ECCV (21), 2022)

Learning Invariant Visual Representations for Compositional Zero-Shot Learning. - Tian Zhang; Kongming Liang; Ruoyi Du; Xian Sun; Zhanyu Ma; Jun Guo 002 (ECCV (24), 2022)

Structured Dropconnect for Uncertainty Inference in Image Classification. - Wenqing Zheng; Jiyang Xie 001; Xian Sun; Zhanyu Ma (ICIP, 2022)

Improving Image Paragraph Captioning with Dual Relations. - Yun Liu; Yihui Shi; Fangxiang Feng; Ruifan Li; Zhanyu Ma; Xiaojie Wang 006 (ICME, 2022)

Duplex Contextual Relation Network For Polyp Segmentation. - Zijin Yin; Kongming Liang; Zhanyu Ma; Jun Guo 002 (ISBI, 2022)

Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction. - Jingye Wang; Ruoyi Du; Dongliang Chang; Kongming Liang; Zhanyu Ma (ACM Multimedia, 2022)

Complex Scenario-Oriented Fine-Grained Visual Classification Platform. - Dongliang Chang; Junhan Chen; Xinran Wang; Ruoyi Du; Wenqing Yu; Yufan Liu; Yujun Tong; Kongming Liang; Yi-Zhe Song; Zhanyu Ma (MMSP, 2022)

Multi-modal Human-machine Conversation System for Real Physical World. - Yitao Chen; Shibo Nie; Mandan Guan; Jie Wang; Ruoyi Du; Dongliang Chang; Kongming Liang; Zhanyu Ma (MMSP, 2022)

Cross-Layer Feature based Multi-Granularity Visual Classification. - Junhan Chen; Dongliang Chang; Jiyang Xie 001; Ruoyi Du; Zhanyu Ma (VCIP, 2022)

ENDE-GNN: An Encoder-decoder GNN Framework for Sketch Semantic Segmentation. - Yixiao Zheng; Jiyang Xie 001; Aneeshan Sain; Zhanyu Ma; Yi-Zhe Song; Jun Guo 002 (VCIP, 2022)

Domain Generalization via Frequency-based Feature Disentanglement and Interaction. - Jingye Wang; Ruoyi Du; Dongliang Chang; Zhanyu Ma (CoRR, 2022)

Caption Feature Space Regularization for Audio Captioning. - Yiming Zhang 025; Hong Yu 006; Ruoyi Du; Zhanyu Ma; Yuan Dong (CoRR, 2022)

Multi-View Active Fine-Grained Recognition. - Ruoyi Du; Wenqing Yu; Heqing Wang; Dongliang Chang; Ting-En Lin; Yongbin Li; Zhanyu Ma (CoRR, 2022)

Dual-granularity feature alignment for cross-modality person re-identification. - Junhui Yin; Zhanyu Ma; Jiyang Xie 001; Shibo Nie; Kongming Liang; Jun Guo 002 (Neurocomputing, 2022)

Progressive Learning of Category-Consistent Multi-Granularity Features for Fine-Grained Visual Classification. - Ruoyi Du; Jiyang Xie 001; Zhanyu Ma; Dongliang Chang; Yi-Zhe Song; Jun Guo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention. - Jiyang Xie 001; Zhanyu Ma; Dongliang Chang; Guoqiang Zhang 003; Jun Guo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Advanced Dropout: A Model-Free Methodology for Bayesian Dropout Optimization. - Jiyang Xie 001; Zhanyu Ma; Jianjun Lei; Guoqiang Zhang 003; Jing-Hao Xue; Zheng-Hua Tan; Jun Guo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

MPCCL: Multiview predictive coding with contrastive learning for person re-identification. - Junhui Yin; Jiyang Xie 001; Zhanyu Ma; Jun Guo 002 (Pattern Recognit., 2022)

Unsupervised person re-identification via simultaneous clustering and mask prediction. - Junhui Yin; Siqing Zhang 001; Jiyang Xie 001; Zhanyu Ma; Jun Guo 002 (Pattern Recognit., 2022)

A Distributed Bonding Interfacial Loss Characterizing Method of Composite Crystal Based on Optical Low-Coherence Domain Reflectometry. - Zhanyu Ma; Xu Lu; Quan Chai; Gui Xiao; Yonggui Yuan; Gang Wang; Nianjiang Chen; Elfed Lewis; Jian-Jun Zhang 001; Jun Yang 024 (IEEE Trans. Instrum. Meas., 2022)

Exploring Local Detail Perception for Scene Sketch Semantic Segmentation. - Ce Ge; Haifeng Sun 001; Yi-Zhe Song; Zhanyu Ma; Jianxin Liao (IEEE Trans. Image Process., 2022)

Learning Calibrated Class Centers for Few-Shot Classification by Pair-Wise Similarity. - Yurong Guo; Ruoyi Du; Xiaoxu Li; Jiyang Xie 001; Zhanyu Ma; Yuan Dong (IEEE Trans. Image Process., 2022)

Actor and Action Modular Network for Text-Based Video Segmentation. - Jianhua Yang; Yan Huang 008; Kai Niu 002; Linjiang Huang; Zhanyu Ma; Liang Wang 001 (IEEE Trans. Image Process., 2022)

Dirichlet Process Mixture of Generalized Inverted Dirichlet Distributions for Positive Vector Data With Extended Variational Inference. - Zhanyu Ma; Yuping Lai; Jiyang Xie 001; Deyu Meng; W. Bastiaan Kleijn; Jun Guo 002; Jingyi Yu (IEEE Trans. Neural Networks Learn. Syst., 2022)

Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification. - Jijie Wu; Dongliang Chang; Aneeshan Sain; Xiaoxu Li; Zhanyu Ma; Jie Cao 014; Jun Guo 002; Yi-Zhe Song (AAAI, 2023)

Multi-Frequency Feature Enhancement for Multi-Granularity Visual Classification. - Meijiang Fu; Yixiao Zheng; Dongliang Chang; Wenpan Li; Zhanyu Ma (APSIPA ASC, 2023)

LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling. - Zhanyu Ma; Jian Ye; Shuang Cheng (CogSci, 2023)

An Erudite Fine-Grained Visual Classification Model. - Dongliang Chang; Yujun Tong; Ruoyi Du; Timothy M. Hospedales; Yi-Zhe Song; Zhanyu Ma (CVPR, 2023)

On-the-Fly Category Discovery. - Ruoyi Du; Dongliang Chang; Kongming Liang; Timothy M. Hospedales; Yi-Zhe Song; Zhanyu Ma (CVPR, 2023)

Super-Resolution Information Enhancement for Crowd Counting. - Jiahao Xie; Wei Xu 037; Dingkang Liang; Zhanyu Ma; Kongming Liang; Weidong Liu; Rui Wang; Ling Jin (ICASSP, 2023)

Semantic Memory Guided Image Representation for Polyp Segmentation. - Zijin Yin; Runpu Wei; Kongming Liang; Yiyang Lin; Wei Liu; Zhanyu Ma; Min Min; Jun Guo 002 (ICASSP, 2023)

Multi-View Active Fine-Grained Visual Recognition. - Ruoyi Du; Wenqing Yu; Heqing Wang; Ting-En Lin; Dongliang Chang; Zhanyu Ma (ICCV, 2023)

Task-aware Adaptive Learning for Cross-domain Few-shot Learning. - Yurong Guo; Ruoyi Du; Yuan Dong; Timothy M. Hospedales; Yi-Zhe Song; Zhanyu Ma (ICCV, 2023)

Multi-semantic Fusion Model For Generalized Zero-Shot Skeleton-Based Action Recognition. - Ming-Zhe Li; Zhen Jia; Zhang Zhang 001; Zhanyu Ma; Liang Wang 001 (ICIG (1), 2023)

Self-Enhanced Training Framework for Referring Expression Grounding. - Yitao Chen; Ruoyi Du; Kongming Liang; Zhanyu Ma (ICIP, 2023)

Attribute Learning with Knowledge Enhanced Partial Annotations. - Kongming Liang; Xinran Wang; Tao Wei; Wei Chen 071; Zhanyu Ma; Jun Guo 002 (ICIP, 2023)

Vision-Language Assisted Attribute Learning. - Kongming Liang; Xinran Wang; Rui Wang; Donghui Gao; Ling Jin; Weidong Liu; Xiatian Zhu; Zhanyu Ma; Jun Guo 002 (IC-NIDC, 2023)

Bilinear Adversarial Network for Fine-Grained Domain Adaptation. - Wenqing Yu; Dongliang Chang; Kongming Liang; Zhanyu Ma (IC-NIDC, 2023)

KSRL: Knowledge Selection Based Reinforcement Learning for Knowledge-Grounded Dialogue. - Zhanyu Ma; Jian Ye; Shuang Cheng (KSEM (4), 2023)

Category-Specific Prompts for Animal Action Recognition with Pretrained Vision-Language Models. - Yinuo Jing; Chunyu Wang 001; Ruxu Zhang; Kongming Liang; Zhanyu Ma (ACM Multimedia, 2023)

Hierarchical Visual Attribute Learning in the Wild. - Kongming Liang; Xinran Wang; Haiwen Zhang; Zhanyu Ma; Jun Guo 002 (ACM Multimedia, 2023)

Focus the Overlapping Problem on Few-Shot Object Detection via Multiple Predictions. - Mandan Guan; Wenqing Yu; Yurong Guo; Keyan Huang; Jiaxun Zhang; Kongming Liang; Zhanyu Ma (PRCV (2), 2023)

Plugging Stylized Controls in Open-Stylized Image Captioning. - Jie Wang; Yixiao Zheng; Ruoyi Du; Yiming Zhang 025; Kongming Liang; Zhanyu Ma (PRCV (1), 2023)

Image Generation Based Intra-class Variance Smoothing for Fine-Grained Visual Classification. - Zihan Yan; Ruoyi Du; Kongming Liang; Tao Wei; Wei Chen 071; Zhanyu Ma (PRCV (6), 2023)

ReNAP: Relation network with adaptiveprototypical learning for few-shot classification. - Xiaoxu Li; Yalan Li; Yixiao Zheng; Rui Zhu 006; Zhanyu Ma; Jing-Hao Xue; Jie Cao 014 (Neurocomputing, 2023)

ACTUAL: Audio Captioning With Caption Feature Space Regularization. - Yiming Zhang 025; Hong Yu 006; Ruoyi Du; Zheng-Hua Tan; Wenwu Wang 001; Zhanyu Ma; Yuan Dong (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Amplification Enhanced Measurement Scheme of Pump-Dependent Dispersion in EDF Based on OLCR. - Zhanyu Ma; Degang Xu; Quan Chai; Jianzhong Zhang (IEEE Trans. Instrum. Meas., 2023)

A Real-Time Memory Updating Strategy for Unsupervised Person Re-Identification. - Junhui Yin; Xinyu Zhang 015; Zhanyu Ma; Jun Guo 002; Yifan Liu 001 (IEEE Trans. Image Process., 2023)

Sketch-Segformer: Transformer-Based Segmentation for Figurative and Creative Sketches. - Yixiao Zheng; Jiyang Xie 001; Aneeshan Sain; Yi-Zhe Song; Zhanyu Ma (IEEE Trans. Image Process., 2023)

On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector Variables. - Zhanyu Ma; Xiaoou Lu; Jiyang Xie 001; Zhen Yang 004; Jing-Hao Xue; Zheng-Hua Tan; Bo Xiao 006; Jun Guo 002 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Deep metric learning for few-shot image classification: A Review of recent developments. - Xiaoxu Li; Xiaochen Yang; Zhanyu Ma; Jing-Hao Xue (Pattern Recognit., 2023)

Making a Bird AI Expert Work for You and Me. - Dongliang Chang; Kaiyue Pang; Ruoyi Du; Yujun Tong; Yi-Zhe Song; Zhanyu Ma; Jun Guo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Locally-Enriched Cross-Reconstruction for Few-Shot Fine-Grained Image Classification. - Xiaoxu Li; Qi Song; Jijie Wu; Rui Zhu 006; Zhanyu Ma; Jing-Hao Xue (IEEE Trans. Circuits Syst. Video Technol., 2023)

Dual-Prior Augmented Decoding Network for Long Tail Distribution in HOI Detection. - Jiayi Gao; Kongming Liang; Tao Wei; Wei Chen 071; Zhanyu Ma; Jun Guo 002 (AAAI, 2024)

Class-Aware Contrastive Learning for Fine-Grained Skeleton-Based Action Recognition. - Xinyu Bian; Dongliang Chang; Yuqi Yang; Zhongjiang He; Kongming Liang; Zhanyu Ma (ACCV (1), 2024)

Hierarchical Prompting for Diffusion Classifiers. - Wenxin Ning; Dongliang Chang; Yujun Tong; Zhongjiang He; Kongming Liang; Zhanyu Ma (ACCV (8), 2024)

Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing. - Runpu Wei; Zijin Yin; Kongming Liang; Min Min; Chengwei Pan; Gang Yu; Haonan Huang; Yan Liu; Zhanyu Ma (BIBM, 2024)

BlipFill: Completing Authentic Images with BLIP-enhanced Subject Representation. - Heqing Wang; Tianwei Cao; Ling Jin; Weidong Liu; Rui Wang; Zhanyu Ma (CSAI, 2024)

DemoFusion: Democratising High-Resolution Image Generation With No $$$. - Ruoyi Du; Dongliang Chang; Timothy M. Hospedales; Yi-Zhe Song; Zhanyu Ma (CVPR, 2024)

NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images. - Yufei Han; Heng Guo 003; Koki Fukai; Hiroaki Santo; Boxin Shi; Fumio Okura; Zhanyu Ma; Yunpeng Jia (CVPR, 2024)

Benchmarking Segmentation Models with Mask-Preserved Attribute Editing. - Zijin Yin; Kongming Liang; Bing Li 015; Zhanyu Ma; Jun Guo 002 (CVPR, 2024)

A Benchmark of Zero-Shot Cross-Lingual Task-Oriented Dialogue Based on Adversarial Contrastive Representation Learning. - Shuang Cheng; Zhanyu Ma; Jian Ye (ICME, 2024)

Learning Conditional Prompt for Compositional Zero-Shot Learning. - Tian Zhang; Kongming Liang; Ke Zhang 005; Zhanyu Ma (ICME, 2024)

Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network. - Wenjie Li; Heng Guo 003; Xuannan Liu; Kongming Liang; Jiani Hu; Zhanyu Ma; Jun Guo 002 (ACM Multimedia, 2024)

Triple Alignment Strategies for Zero-shot Phrase Grounding under Weak Supervision. - Pengyue Lin; Ruifan Li; Yuzhe Ji; Zhihan Yu; Fangxiang Feng; Zhanyu Ma; Xiaojie Wang 006 (ACM Multimedia, 2024)

Channel-Spatial Support-Query Cross-Attention for Fine-Grained Few-Shot Image Classification. - Shicheng Yang; Xiaoxu Li; Dongliang Chang; Zhanyu Ma; Jing-Hao Xue (ACM Multimedia, 2024)

Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding. - Yinuo Jing; Ruxu Zhang; Kongming Liang; Yongxiang Li; Zhongjiang He; Zhanyu Ma; Jun Guo 002 (NeurIPS, 2024)

Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Xiangyang Zhu; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (NeurIPS, 2024)

Mixture-of-Hand-Experts: Repainting the Deformed Hand Images Generated by Diffusion Models. - Yuxuan Wang; Tianwei Cao; Kongming Liang; Zhongjiang He; Hao Sun 015; Yongxiang Li; Zhanyu Ma (PRCV (5), 2024)

Evaluating Attribute Comprehension in Large Vision-Language Models. - Haiwen Zhang; Zixi Yang; Yuanzhi Liu; Xinran Wang; Zheqi He; Kongming Liang; Zhanyu Ma (PRCV (5), 2024)

Zero-Shot Audio Captioning Using Soft and Hard Prompts. - Yiming Zhang 025; Xuenan Xu; Ruoyi Du; Haohe Liu; Yuan Dong; Zheng-Hua Tan; Wenwu Wang 001; Zhanyu Ma (CoRR, 2024)

M4Fog: A Global Multi-Regional, Multi-Modal, and Multi-Stage Dataset for Marine Fog Detection and Forecasting to Bridge Ocean and Atmosphere. - Mengqiu Xu; Ming Wu 001; Kaixin Chen 001; Yixiang Huang; Mingrui Xu; Yujia Yang; Yiqing Feng; Yiying Guo; Bin Huang; Dongliang Chang; Zhenwei Shi; Chuang Zhang; et al. (CoRR, 2024)

Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Lirui Zhao; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (CoRR, 2024)

I-Max: Maximize the Resolution Potential of Pre-trained Rectified Flow Transformers with Projected Flow. - Ruoyi Du; Dongyang Liu; Le Zhuo; Qin Qi; Hongsheng Li 001; Zhanyu Ma; Peng Gao 007 (CoRR, 2024)

Detailed Object Description with Controllable Dimensions. - Xinran Wang; Haiwen Zhang; Baoteng Li; Kongming Liang; Hao Sun 015; Zhongjiang He; Zhanyu Ma; Jun Guo 002 (CoRR, 2024)

From Simple to Professional: A Combinatorial Controllable Image Captioning Agent. - Xinran Wang; Muxi Diao; Baoteng Li; Haiwen Zhang; Kongming Liang; Zhanyu Ma (CoRR, 2024)

A simple scheme to amplify inter-class discrepancy for improving few-shot fine-grained image classification. - Xiaoxu Li; Zijie Guo; Rui Zhu 006; Zhanyu Ma; Jun Guo 002; Jing-Hao Xue (Pattern Recognit., 2024)

Self-reconstruction network for fine-grained few-shot classification. - Xiaoxu Li; Zhen Li 026; Jiyang Xie 001; Xiaochen Yang; Jing-Hao Xue; Zhanyu Ma (Pattern Recognit., 2024)

Generating Accurate and Diverse Audio Captions Through Variational Autoencoder Framework. - Yiming Zhang 025; Ruoyi Du; Zheng-Hua Tan; Wenwu Wang 001; Zhanyu Ma (IEEE Signal Process. Lett., 2024)

CreativeSeg: Semantic Segmentation of Creative Sketches. - Yixiao Zheng; Kaiyue Pang; Ayan Das 003; Dongliang Chang; Yi-Zhe Song; Zhanyu Ma (IEEE Trans. Image Process., 2024)

Learning Dynamic Prototypes for Visual Pattern Debiasing. - Kongming Liang; Zijin Yin; Min Min; Yan Liu; Zhanyu Ma; Jun Guo 002 (Int. J. Comput. Vis., 2024)

Semi-Supervised Learning for FGVC With Out-of-Category Data. - Ruoyi Du; Dongliang Chang; Zhanyu Ma; Kongming Liang; Yi-Zhe Song; Jun Guo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Mind the Gap: Open Set Domain Adaptation via Mutual-to-Separate Framework. - Dongliang Chang; Aneeshan Sain; Zhanyu Ma; Yi-Zhe Song; Ruiping Wang 001; Jun Guo 002 (IEEE Trans. Circuits Syst. Video Technol., 2024)

DualGCN: Exploring Syntactic and Semantic Information for Aspect-Based Sentiment Analysis. - Ruifan Li; Hao Chen 041; Fangxiang Feng; Zhanyu Ma; Xiaojie Wang 006; Eduard H. Hovy (IEEE Trans. Neural Networks Learn. Syst., 2024)

LGR-NET: Language Guided Reasoning Network for Referring Expression Comprehension. - Mingcong Lu; Ruifan Li; Fangxiang Feng; Zhanyu Ma; Xiaojie Wang 006 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Bi-Directional Ensemble Feature Reconstruction Network for Few-Shot Fine-Grained Classification. - Jijie Wu; Dongliang Chang; Aneeshan Sain; Xiaoxu Li; Zhanyu Ma; Jie Cao 014; Jun Guo 002; Yi-Zhe Song (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. - Xin Li 082; Yeying Jin; Xin Jin; Zongwei Wu; Bingchen Li; Yufei Wang; Wenhan Yang; Yu Li; Zhibo Chen 001; Bihan Wen; Robby T. Tan; Radu Timofte; et al. (CVPR Workshops, 2025)

ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer. - Jiayi Gao; Zijin Yin; Changcheng Hua; Yuxin Peng; Kongming Liang; Zhanyu Ma; Jun Guo 002; Yang Liu (CVPR, 2025)

PMNI: Pose-free Multi-view Normal Integration for Reflective and Textureless Surface Reconstruction. - Mingzhi Pei; Xu Cao; Xiangyi Wang; Heng Guo 003; Zhanyu Ma (CVPR, 2025)

PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution. - Shuangfan Zhou; Chu Zhou; Youwei Lyu; Heng Guo 003; Zhanyu Ma; Boxin Shi; Imari Sato (CVPR, 2025)

PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation. - Zhonghao Yan; Zijin Yin; Tianyu Lin; Xiangzhu Zeng; Kongming Liang; Zhanyu Ma (ISBI, 2025)

Interactive triplet attention for few-shot fine-grained image classification. - Xiaoxu Li; Shaoying Xue; Jiyang Xie 001; Xiaochen Yang; Zhanyu Ma; Jing-Hao Xue (Neurocomputing, 2025)

CDN4: A cross-view Deep Nearest Neighbor Neural Network for fine-grained few-shot classification. - Xiaoxu Li; Shuo Ding; Jiyang Xie 001; Xiaochen Yang; Zhanyu Ma; Jing-Hao Xue (Pattern Recognit., 2025)

Clarity in chaos: Boosting few-shot classification through information suppression and sparsification. - Xiaoxu Li; Luchen Ji; Rui Zhu 006; Zhanyu Ma; Jing-Hao Xue (Pattern Recognit., 2025)

Self-randomized focuses effectively boost metric-based few-shot classifiers. - Zhen Li 026; Zhongyuan Liu; Dongliang Chang; Aneeshan Sain; Xiaoxu Li; Zhanyu Ma; Jing-Hao Xue; Yi-Zhe Song (Pattern Recognit., 2025)

SRML: Structure-relation mutual learning network for few-shot image classification. - Xiaoxu Li; Lang Wang; Rui Zhu 006; Zhanyu Ma; Jie Cao 014; Jing-Hao Xue (Pattern Recognit., 2025)

Reserve to Adapt: Mining Inter-Class Relations for Open-Set Domain Adaptation. - Yujun Tong; Dongliang Chang; Da Li 001; Xinran Wang; Kongming Liang; Zhongjiang He; Yi-Zhe Song; Zhanyu Ma (IEEE Trans. Image Process., 2025)

VDOR: A Video-based Dataset for Object Removal via Sequence Consistency. - Runpu Wei; Shuo Zhang; Zhonghao Yan; Zijin Yin; Xueyi Wang; Kongming Liang; Zhanyu Ma (CoRR, 2025)

Understanding Episode Hardness in Few-Shot Learning. - Yurong Guo; Ruoyi Du; Aneeshan Sain; Kongming Liang; Yuan Dong; Yi-Zhe Song; Zhanyu Ma (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Disentangling Before Composing: Learning Invariant Disentangled Features for Compositional Zero-Shot Learning. - Tian Zhang; Kongming Liang; Ruoyi Du; Wei Chen 071; Zhanyu Ma (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Selectively Augmented Attention Network for Few-Shot Image Classification. - Xiaoxu Li; Xiangyang Wang; Rui Zhu 006; Zhanyu Ma; Jie Cao 014; Jing-Hao Xue (IEEE Trans. Circuits Syst. Video Technol., 2025)

Query-Aware Cross-Mixup and Cross-Reconstruction for Few-Shot Fine-Grained Image Classification. - Zhimin Zhang; Dongliang Chang; Rui Zhu 006; Xiaoxu Li; Zhanyu Ma; Jing-Hao Xue (IEEE Trans. Circuits Syst. Video Technol., 2025)

FourierSR: A Fourier Token-based Plugin for Efficient Image Super-Resolution. - Wenjie Li; Heng Guo 003; Yuefeng Hou; Zhanyu Ma (CoRR, 2025)

Dual-domain Modulation Network for Lightweight Image Super-Resolution. - Wenjie Li; Heng Guo 003; Yuefeng Hou; Guangwei Gao; Zhanyu Ma (CoRR, 2025)

FakeReasoning: Towards Generalizable Forgery Detection and Reasoning. - Yueying Gao; Dongliang Chang; Bingyao Yu; Haotian Qin; Lei Chen; Kongming Liang; Zhanyu Ma (CoRR, 2025)

VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning. - Zhong-Yu Li 006; Ruoyi Du; Juncheng Yan; Le Zhuo; Zhen Li 026; Peng Gao 007; Zhanyu Ma; Ming-Ming Cheng (CoRR, 2025)

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. - Xin Li 082; Yeying Jin; Xin Jin; Zongwei Wu; Bingchen Li; Yufei Wang; Wenhan Yang; Yu Li; Zhibo Chen 001; Bihan Wen; Robby T. Tan; Radu Timofte; et al. (CoRR, 2025)

Practically Unbiased Pairwise Loss for Recommendation With Implicit Feedback. - Tianwei Cao; Qianqian Xu; Zhiyong Yang 001; Zhanyu Ma; Qingming Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Rise by Lifting Others: Interacting Features to Uplift Few-Shot Fine-Grained Classification. - Xiaoxu Li; Peiyu Lu; Rui Zhu 006; Zhanyu Ma; Jie Cao 014; Jing-Hao Xue (IEEE Trans. Circuits Syst. Video Technol., 2025)

CineTechBench: A Benchmark for Cinematographic Technique Understanding and Generation. - Xinran Wang; Songyu Xu; Xiangxuan Shan; Yuxuan Zhang; Muxi Diao; Xueyan Duan; Yanhua Huang; Kongming Liang; Zhanyu Ma (CoRR, 2025)

Harnessing Caption Detailness for Data-Efficient Text-to-Image Generation. - Xinran Wang; Muxi Diao; Yuanzhi Liu; Chunyu Wang 001; Kongming Liang; Zhanyu Ma; Jun Guo 002 (CoRR, 2025)

Multimodal Conditional Information Bottleneck for Generalizable AI-Generated Image Detection. - Haotian Qin; Dongliang Chang; Yueying Gao; Bingyao Yu; Lei Chen; Zhanyu Ma (CoRR, 2025)

DriveRX: A Vision-Language Reasoning Model for Cross-Task Autonomous Driving. - Muxi Diao; Lele Yang; Hongbo Yin; Zhexu Wang; Yejie Wang; Daxin Tian; Kongming Liang; Zhanyu Ma (CoRR, 2025)

Towards Privacy-Preserving Fine-Grained Visual Classification via Hierarchical Learning from Label Proportions. - Jinyi Chang; Dongliang Chang; Lei Chen; Bingyao Yu; Zhanyu Ma (CoRR, 2025)

FairHuman: Boosting Hand and Face Quality in Human Image Generation with Minimum Potential Delay Fairness in Diffusion Models. - Yuxuan Wang; Tianwei Cao; Huayu Zhang; Zhongjiang He; Kongming Liang; Zhanyu Ma (CoRR, 2025)

PolarAnything: Diffusion-based Polarimetric Image Synthesis. - Kailong Zhang; Youwei Lyu; Heng Guo 003; Si Li 001; Zhanyu Ma; Boxin Shi (CoRR, 2025)

MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision. - Zhonghao Yan; Muxi Diao; Yuxuan Yang; Jiayuan Xu; Kaizhou Zhang; Ruoyan Jing; Lele Yang; Yanxi Liu 006; Kongming Liang; Zhanyu Ma (CoRR, 2025)

Animal-CLIP: A Dual-Prompt Enhanced Vision-Language Model for Animal Action Recognition. - Yinuo Jing; Kongming Liang; Ruxu Zhang; Hao Sun 015; Yongxiang Li; Zhongjiang He; Zhanyu Ma (Int. J. Comput. Vis., 2025)

Adaptive Multi-Resolution Feature Fusion for Fine-Grained Visual Classification. - Yuqi Yang; Dongliang Chang; Ruoyi Du; Yi-Zhe Song; Zhanyu Ma (IEEE Trans. Circuits Syst. Video Technol., 2025)

HumanRecon: Neural reconstruction of dynamic human using geometric cues and physical priors. - Junhui Yin; Wei Yin 006; Hao Chen 041; Xuqian Ren; Zhanyu Ma; Jun Guo 002; Yifan Liu 001 (Pattern Recognit., 2026)