Jiyang Xie

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 58

Top Topics

Convolutional Neural Network

Visual Classification

Gaussian Mixture

Variational Bayes

Top Venues

IEEE Trans. Image Process.

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Xiaoxu Li, Zhen Li, Jiyang Xie, Xiaochen Yang, Jing-Hao Xue, Zhanyu Ma
Self-reconstruction network for fine-grained few-shot classification. Pattern Recognit. 153 (2024)
Yixiao Zheng, Jiyang Xie, Aneeshan Sain, Yi-Zhe Song, Zhanyu Ma
Sketch-Segformer: Transformer-Based Segmentation for Figurative and Creative Sketches. IEEE Trans. Image Process. 32 (2023)
Yuqi Yang, Songyun Yang, Jiyang Xie, Zhongwei Si, Kai Guo, Ke Zhang, Kongming Liang
Multi-Head Uncertainty Inference for Adversarial Attack Detection. ICASSP (2023)
Xiu Su, Shan You, Jiyang Xie, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
Searching for Network Width With Bilaterally Coupled Network. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Zhanyu Ma, Xiaoou Lu, Jiyang Xie, Zhen Yang, Jing-Hao Xue, Zheng-Hua Tan, Bo Xiao, Jun Guo
On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector Variables. IEEE Trans. Neural Networks Learn. Syst. 34 (4) (2023)
Junhan Chen, Dongliang Chang, Jiyang Xie, Ruoyi Du, Zhanyu Ma
Cross-Layer Feature based Multi-Granularity Visual Classification. VCIP (2022)
Yurong Guo, Ruoyi Du, Xiaoxu Li, Jiyang Xie, Zhanyu Ma, Yuan Dong
Learning Calibrated Class Centers for Few-Shot Classification by Pair-Wise Similarity. IEEE Trans. Image Process. 31 (2022)
Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiao-Gang Wang, Chang Xu
ViTAS: Vision Transformer Architecture Search. ECCV (21) (2022)
Yuqi Yang, Songyun Yang, Jiyang Xie, Zhongwei Si, Kai Guo, Ke Zhang, Kongming Liang
Multi-head Uncertainty Inference for Adversarial Attack Detection. CoRR (2022)
Junhui Yin, Zhanyu Ma, Jiyang Xie, Shibo Nie, Kongming Liang, Jun Guo
Dual-granularity feature alignment for cross-modality person re-identification. Neurocomputing 511 (2022)
Zhanyu Ma, Yuping Lai, Jiyang Xie, Deyu Meng, W. Bastiaan Kleijn, Jun Guo, Jingyi Yu
Dirichlet Process Mixture of Generalized Inverted Dirichlet Distributions for Positive Vector Data With Extended Variational Inference. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Junhui Yin, Siqing Zhang, Jiyang Xie, Zhanyu Ma, Jun Guo
Unsupervised person re-identification via simultaneous clustering and mask prediction. Pattern Recognit. 126 (2022)
Jiyang Xie, Zhanyu Ma, Jianjun Lei, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo
Advanced Dropout: A Model-Free Methodology for Bayesian Dropout Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Jiyang Xie, Zhanyu Ma, Dongliang Chang, Guoqiang Zhang, Jun Guo
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Xiu Su, Shan You, Jiyang Xie, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu
Searching for Network Width with Bilaterally Coupled Network. CoRR (2022)
Yixiao Zheng, Jiyang Xie, Aneeshan Sain, Zhanyu Ma, Yi-Zhe Song, Jun Guo
ENDE-GNN: An Encoder-decoder GNN Framework for Sketch Semantic Segmentation. VCIP (2022)
Ruoyi Du, Jiyang Xie, Zhanyu Ma, Dongliang Chang, Yi-Zhe Song, Jun Guo
Progressive Learning of Category-Consistent Multi-Granularity Features for Fine-Grained Visual Classification. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Jiyang Xie, Xiu Su, Shan You, Zhanyu Ma, Fei Wang, Chen Qian
ScaleNet: Searching for the Model to Scale. ECCV (21) (2022)
Wenqing Zheng, Jiyang Xie, Xian Sun, Zhanyu Ma
Structured Dropconnect for Uncertainty Inference in Image Classification. ICIP (2022)
Junhui Yin, Jiyang Xie, Zhanyu Ma, Jun Guo
MPCCL: Multiview predictive coding with contrastive learning for person re-identification. Pattern Recognit. 129 (2022)
Jiyang Xie, Xiu Su, Shan You, Zhanyu Ma, Fei Wang, Chen Qian
ScaleNet: Searching for the Model to Scale. CoRR (2022)
Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu
Vision Transformer Architecture Search. CoRR (2021)
Junhui Yin, Jiayan Qiu, Siqing Zhang, Jiyang Xie, Zhanyu Ma, Jun Guo
Unsupervised Person Re-identification via Simultaneous Clustering and Consistency Learning. CoRR (2021)
Shuai Xu, Dongliang Chang, Jiyang Xie, Zhanyu Ma
Grad-CAM guided channel-spatial attention module for fine-grained visual classification. CoRR (2021)
Jiyang Xie, Zhanyu Ma, Jing-Hao Xue, Guoqiang Zhang, Jian Sun, Yinhe Zheng, Jun Guo
DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference in Image Recognition. IEEE Trans. Image Process. 30 (2021)
Yifeng Ding, Zhanyu Ma, Shaoguo Wen, Jiyang Xie, Dongliang Chang, Zhongwei Si, Ming Wu, Haibin Ling
AP-CNN: Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification. IEEE Trans. Image Process. 30 (2021)
Chenyu Guo, Jiyang Xie, Kongming Liang, Xian Sun, Zhanyu Ma
Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual Classification. CoRR (2021)
Wenyu Sun, Jiyang Xie, Jiayan Qiu, Zhanyu Ma
Part Uncertainty Estimation Convolutional Neural Network For Person Re-Identification. ICIP (2021)
Junhui Yin, Zhanyu Ma, Jiyang Xie, Shibo Nie, Kongming Liang, Jun Guo
DF^2AM: Dual-level Feature Fusion and Affinity Modeling for RGB-Infrared Cross-modality Person Re-identification. CoRR (2021)
Wenqing Zheng, Jiyang Xie, Weidong Liu, Zhanyu Ma
Structured DropConnect for Uncertainty Inference in Image Classification. CoRR (2021)
Shuai Xu, Dongliang Chang, Jiyang Xie, Zhanyu Ma
GRAD-CAM Guided Channel-Spatial Attention Module for Fine-Grained Visual Classification. MLSP (2021)
Chenyu Guo, Jiyang Xie, Kongming Liang, Xian Sun, Zhanyu Ma
Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual Classification. MMAsia (2021)
Jiyang Xie, Yixiao Zheng, Ruoyi Du, Weiyu Xiong, Yufei Cao, Zhanyu Ma, Dongpu Cao, Jun Guo
Deep Learning-Based Computer Vision for Surveillance in ITS: Evaluation of State-of-the-Art Methods. IEEE Trans. Veh. Technol. 70 (4) (2021)
Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma, Ming Wu, Jun Guo, Yi-Zhe Song
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification. IEEE Trans. Image Process. 29 (2020)
Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Yi-Zhe Song, Zhanyu Ma, Jun Guo
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches. CoRR (2020)
Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Zhanyu Ma, Yi-Zhe Song, Jun Guo
Fine-Grained Visual Classification via Progressive Multi-granularity Training of Jigsaw Patches. ECCV (20) (2020)
Yixiao Zheng, Dongliang Chang, Jiyang Xie, Zhanyu Ma
IU-Module: Intersection and Union Module for Fine-Grained Visual Classification. ICME (2020)
Jiyang Xie, Zhanyu Ma, Jing-Hao Xue, Guoqiang Zhang, Jun Guo
DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference. CoRR (2020)
Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma, Ming Wu, Jun Guo, Yi-Zhe Song
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification. CoRR (2020)
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo
Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization. CoRR (2020)
Zhanyu Ma, Jiyang Xie, Yuping Lai, Jalil Taghia, Jing-Hao Xue, Jun Guo
Insights Into Multiple/Single Lower Bound Approximation for Extended Variational Inference in Non-Gaussian Structured Data Modeling. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Zhanyu Ma, Jiyang Xie, Hailong Li, Qie Sun, Fredrik Wallin, Zhongwei Si, Jun Guo
Deep Neural Network-Based Impacts Analysis of Multimodal Factors on Heat Demand Prediction. IEEE Trans. Big Data 6 (3) (2020)
Yifeng Ding, Shaoguo Wen, Jiyang Xie, Dongliang Chang, Zhanyu Ma, Zhongwei Si, Haibin Ling
Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification. CoRR (2020)
Jiyang Xie, Dongliang Chang, Zhanyu Ma, Guoqiang Zhang, Jun Guo
Channel Attention with Embedding Gaussian Process: A Probabilistic Methodology. CoRR (2020)
Zhanyu Ma, Yifeng Ding, Shaoguo Wen, Jiyang Xie, Yifeng Jin, Zhongwei Si, Haining Wang
Shoe-Print Image Retrieval With Multi-Part Weighted CNN. IEEE Access 7 (2019)
Lu Cheng, Dongliang Chang, Jiyang Xie, Rongliang Ma, Chunsheng Wu, Zhanyu Ma
Channel Max Pooling for Image Classification. IScIDE (1) (2019)
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo
Soft Dropout And Its Variational Bayes Approximation. MLSP (2019)
Xinran Wei, Dongliang Chang, Jiyang Xie, Yixiao Zheng, Chen Gong, Chuang Zhang, Zhanyu Ma
FICAL: Focal Inter-Class Angular Loss for Image Classification. VCIP (2019)
Zhanyu Ma, Dongliang Chang, Jiyang Xie, Yifeng Ding, Shaoguo Wen, Xiaoxu Li, Zhongwei Si, Jun Guo
Fine-Grained Vehicle Classification With Channel Max Pooling Modified CNNs. IEEE Trans. Veh. Technol. 68 (4) (2019)
Jiyang Xie, Jiaxin Guo, Zhanyu Ma, Jing-Hao Xue, Qie Sun, Hailong Li, Jun Guo
SEA: A Combined Model for Heat Demand Prediction. CoRR (2018)
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Jen-Tzung Chien, Zhiqing Lin, Jun Guo
BALSON: Bayesian Least Squares Optimization with Nonnegative L1-Norm Constraint. CoRR (2018)
Jiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Jen-Tzung Chien, Zhiqing Lin, Jun Guo
Balson: Bayesian least squares Optimization with Nonnegative L1-norm Constraint. MLSP (2018)
Jiyang Xie, Zhanyu Ma, Jun Guo
Impacts of Weather Conditions on District Heat System. CoRR (2018)
Jiyang Xie, Zeyu Song, Yupeng Li, Yanting Zhang, Hong Yu, Jinnan Zhan, Zhanyu Ma, Yuanyuan Qiao, Jianhua Zhang, Jun Guo
A Survey on Machine Learning-Based Mobile Big Data Analysis: Challenges and Applications. Wirel. Commun. Mob. Comput. 2018 (2018)
Dongliang Chang, Xiaoxu Li, Jiyang Xie, Zhanyu Ma, Jun Guo, Jie Cao
SSE: A New Selective Initialization Strategy for Snapshot Ensembling. CCIS (2018)
Jiyang Xie, Zeyu Song, Yupeng Li, Zhanyu Ma
Mobile big data analysis with machine learning. CoRR (2018)
Zhanyu Ma, Jiyang Xie, Hailong Li, Qie Sun, Zhongwei Si, Jianhua Zhang, Jun Guo
The Role of Data Analysis in the Development of Intelligent Energy Networks. IEEE Netw. 31 (5) (2017)
Zhanyu Ma, Jiyang Xie, Hailong Li, Qie Sun, Zhongwei Si, Jianhua Zhang, Jun Guo
The Role of Data Analysis in the Development of Intelligent Energy Networks. CoRR (2017)