Dongliang Chang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 62

Top Topics

Weakly Supervised

Convolutional Neural Network

Visual Classification

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Image Process.

Publications

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
M4Fog: A Global Multi-Regional, Multi-Modal, and Multi-Stage Dataset for Marine Fog Detection and Forecasting to Bridge Ocean and Atmosphere. CoRR (2024)
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
Bi-Directional Ensemble Feature Reconstruction Network for Few-Shot Fine-Grained Classification. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Yixiao Zheng, Kaiyue Pang, Ayan Das, Dongliang Chang, Yi-Zhe Song, Zhanyu Ma
CreativeSeg: Semantic Segmentation of Creative Sketches. IEEE Trans. Image Process. 33 (2024)
Ruoyi Du, Dongliang Chang, Zhanyu Ma, Kongming Liang, Yi-Zhe Song, Jun Guo
Semi-Supervised Learning for FGVC With Out-of-Category Data. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Dongliang Chang, Aneeshan Sain, Zhanyu Ma, Yi-Zhe Song, Ruiping Wang, Jun Guo
Mind the Gap: Open Set Domain Adaptation via Mutual-to-Separate Framework. IEEE Trans. Circuits Syst. Video Technol. 34 (6) (2024)
Wenqing Yu, Dongliang Chang, Kongming Liang, Zhanyu Ma
Bilinear Adversarial Network for Fine-Grained Domain Adaptation. IC-NIDC (2023)
Dongliang Chang, Kaiyue Pang, Ruoyi Du, Yujun Tong, Yi-Zhe Song, Zhanyu Ma, Jun Guo
Making a Bird AI Expert Work for You and Me. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Ruoyi Du, Dongliang Chang, Kongming Liang, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
On-the-Fly Category Discovery. CVPR (2023)
Meijiang Fu, Yixiao Zheng, Dongliang Chang, Wenpan Li, Zhanyu Ma
Multi-Frequency Feature Enhancement for Multi-Granularity Visual Classification. APSIPA ASC (2023)
Ruoyi Du, Wenqing Yu, Heqing Wang, Ting-En Lin, Dongliang Chang, Zhanyu Ma
Multi-View Active Fine-Grained Visual Recognition. ICCV (2023)
Dongliang Chang, Yujun Tong, Ruoyi Du, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
An Erudite Fine-Grained Visual Classification Model. CVPR (2023)
Ruoyi Du, Dongliang Chang, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
DemoFusion: Democratising High-Resolution Image Generation With No $$$. CoRR (2023)
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification. AAAI (2023)
Junhan Chen, Dongliang Chang, Jiyang Xie, Ruoyi Du, Zhanyu Ma
Cross-Layer Feature based Multi-Granularity Visual Classification. VCIP (2022)
Dongliang Chang, Junhan Chen, Xinran Wang, Ruoyi Du, Wenqing Yu, Yufan Liu, Yujun Tong, Kongming Liang, Yi-Zhe Song, Zhanyu Ma
Complex Scenario-Oriented Fine-Grained Visual Classification Platform. MMSP (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)
Jingye Wang, Ruoyi Du, Dongliang Chang, Zhanyu Ma
Domain Generalization via Frequency-based Feature Disentanglement and Interaction. CoRR (2022)
Yitao Chen, Shibo Nie, Mandan Guan, Jie Wang, Ruoyi Du, Dongliang Chang, Kongming Liang, Zhanyu Ma
Multi-modal Human-machine Conversation System for Real Physical World. MMSP (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)
Jingye Wang, Ruoyi Du, Dongliang Chang, Kongming Liang, Zhanyu Ma
Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction. ACM Multimedia (2022)
Ruoyi Du, Wenqing Yu, Heqing Wang, Dongliang Chang, Ting-En Lin, Yongbin Li, Zhanyu Ma
Multi-View Active Fine-Grained Recognition. CoRR (2022)
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification. CoRR (2022)
Ruoyi Du, Dongliang Chang, Zhanyu Ma, Yi-Zhe Song, Jun Guo
Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data. CoRR (2021)
Haoyu Wang, Dongliang Chang, Weidong Liu, Bo Xiao, Zhanyu Ma, Jun Guo, Yaning Chang
Exploring Category-Shared and Category-Specific Features for Fine-Grained Image Classification. PRCV (1) (2021)
Shuai Xu, Dongliang Chang, Jiyang Xie, Zhanyu Ma
Grad-CAM guided channel-spatial attention module for fine-grained visual classification. CoRR (2021)
Tian Zhang, Dongliang Chang, Zhanyu Ma, Jun Guo
Progressive Co-Attention Network for Fine-Grained Visual Classification. VCIP (2021)
Tian Zhang, Dongliang Chang, Zhanyu Ma, Jun Guo
Progressive Co-Attention Network for Fine-grained Visual Classification. CoRR (2021)
Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jun Guo
Deep InterBoost networks for small-sample image classification. Neurocomputing 456 (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)
Ke Zhang, Yurong Guo, Xinsheng Wang, Dongliang Chang, Zhenbing Zhao, Zhanyu Ma, Tony X. Han
Competing ratio loss for discriminative multi-class image classification. Neurocomputing 464 (2021)
Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma, Yi-Zhe Song, Jun Guo
Your "Flamingo" is My "Bird": Fine-Grained, or Not. CVPR (2021)
Dongliang Chang, Kaiyue Pang, Ruoyi Du, Zhanyu Ma, Yi-Zhe Song, Jun Guo
Making a Bird AI Expert Work for You and Me. CoRR (2021)
Shuai Xu, Dongliang Chang, Jiyang Xie, Zhanyu Ma
GRAD-CAM Guided Channel-Spatial Attention Module for Fine-Grained Visual Classification. MLSP (2021)
Dongliang Chang, Yixiao Zheng, Zhanyu Ma, Ruoyi Du, Kongming Liang
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features. CoRR (2021)
Siqing Zhang, Ruoyi Du, Dongliang Chang, Zhanyu Ma, Jun Guo
Knowledge Transfer Based Fine-Grained Visual Classification. ICME (2021)
Zeyu Song, Dongliang Chang, Zhanyu Ma, Xiaoxu Li, Zheng-Hua Tan
CC-Loss: Channel Correlation Loss for Image Classification. ICPR (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. 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)
Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jingyi Yu, Jun Guo
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer. 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)
Dongliang Chang, Kaiyue Pang, Yixiao Zheng, Zhanyu Ma, Yi-Zhe Song, Jun Guo
Your "Labrador" is My "Dog": Fine-Grained, or Not. CoRR (2020)
Junhui Yin, Siqing Zhang, Dongliang Chang, Zhanyu Ma, Jun Guo
Dual-attention Guided Dropblock Module for Weakly Supervised Object Localization. ICPR (2020)
Yixiao Zheng, Dongliang Chang, Jiyang Xie, Zhanyu Ma
IU-Module: Intersection and Union Module for Fine-Grained Visual Classification. ICME (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)
Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jingyi Yu, Jun Guo
OSLNet: Deep Small-Sample Classification With an Orthogonal Softmax Layer. IEEE Trans. Image Process. 29 (2020)
Zeyu Song, Dongliang Chang, Zhanyu Ma, Xiaoxu Li, Zheng-Hua Tan
CC-Loss: Channel Correlation Loss For Image Classification. CoRR (2020)
Dongliang Chang, Aneeshan Sain, Zhanyu Ma, Yi-Zhe Song, Jun Guo
Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation. CoRR (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)
Siqing Zhang, Ruoyi Du, Dongliang Chang, Zhanyu Ma, Jun Guo
Knowledge Transfer Based Fine-grained Visual Classification. CoRR (2020)
Junhui Yin, Siqing Zhang, Dongliang Chang, Zhanyu Ma, Jun Guo
Dual-attention Guided Dropblock Module for Weakly Supervised Object Localization. CoRR (2020)
Jiyang Xie, Dongliang Chang, Zhanyu Ma, Guoqiang Zhang, Jun Guo
Channel Attention with Embedding Gaussian Process: A Probabilistic Methodology. CoRR (2020)
Xiaoxu Li, Dongliang Chang, Tao Tian, Jie Cao
Large-Margin Regularized Softmax Cross-Entropy Loss. IEEE Access 7 (2019)
Ke Zhang, Xinsheng Wang, Yurong Guo, Dongliang Chang, Zhenbing Zhao, Zhanyu Ma, Tony X. Han
Competing Ratio Loss for Discriminative Multi-class Image Classification. CoRR (2019)
Lu Cheng, Dongliang Chang, Jiyang Xie, Rongliang Ma, Chunsheng Wu, Zhanyu Ma
Channel Max Pooling for Image Classification. IScIDE (1) (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)
Xiaoxu Li, Liyun Yu, Jie Cao, Dongliang Chang, Zhanyu Ma, Nian Liu
Small-Sample Image Classification Method of Combining Prototype and Margin Learning. APSIPA (2019)
Xiaoxu Li, Jijie Wu, Dongliang Chang, Weifeng Huang, Zhanyu Ma, Jie Cao
Mixed Attention Mechanism for Small-Sample Fine-grained Image Classification. APSIPA (2019)
Xiaoxu Li, Liyun Yu, Dongliang Chang, Zhanyu Ma, Jie Cao
Dual Cross-Entropy Loss for Small-Sample Fine-Grained Vehicle Classification. IEEE Trans. Veh. Technol. 68 (5) (2019)
Jie Cao, Yinping Qiu, Dongliang Chang, Xiaoxu Li, Zhanyu Ma
Dynamic Attention Loss for Small-Sample Image Classification. APSIPA (2019)
Zhanyu Ma, Dongliang Chang, Xiaoxu Li
Channel Max Pooling Layer for Fine-Grained Vehicle Classification. CoRR (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)
Dongliang Chang, Xiaoxu Li, Jiyang Xie, Zhanyu Ma, Jun Guo, Jie Cao
SSE: A New Selective Initialization Strategy for Snapshot Ensembling. CCIS (2018)