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Incremental Concept Learning via Online Generative Memory Recall 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3206-3216
Authors:  Li, Huaiyu;  Dong, Weiming;  Hu, Bao-Gang
Favorite  |  View/Download:5/0  |  Submit date:2021/08/15
Task analysis  Learning systems  Neural networks  Feature extraction  Visualization  Knowledge engineering  Training  Catastrophic forgetting  continual learning  generative adversarial networks (GANs)  
DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch 会议论文
, virtual conference, 2021.2.2-2021.2.9
Authors:  Ruan, Xiaofeng;  Liu, Yufan;  Li, Bing;  Yuan, Chunfeng;  Hu, Weiming
Adobe PDF(652Kb)  |  Favorite  |  View/Download:42/5  |  Submit date:2021/06/17
Web Objectionable Video Recognition Based on Deep Multi-Instance Learning With Representative Prototypes Selection 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 3, 页码: 1222-1233
Authors:  Ding, Xinmiao;  Li, Bing;  Li, Yangxi;  Guo, Wen;  Liu, Yao;  Xiong, Weihua;  Hu, Weiming
Favorite  |  View/Download:29/0  |  Submit date:2021/04/27
Feature extraction  Prototypes  Visualization  Support vector machines  Machine learning  Streaming media  Spectrogram  Representative prototype selection  objectionable video recognition  deep learning  
Learning to assess visual aesthetics of food images 期刊论文
COMPUTATIONAL VISUAL MEDIA, 2021, 卷号: 7, 期号: 1, 页码: 139-152
Authors:  Sheng, Kekai;  Dong, Weiming;  Huang, Haibin;  Chai, Menglei;  Zhang, Yong;  Ma, Chongyang;  Hu, Bao-Gang
Favorite  |  View/Download:13/0  |  Submit date:2021/06/15
image aesthetic assessment  food image analysis  dataset  regularization  
Multi-Scale Low-Discriminative Feature Reactivation for Weakly Supervised Object Localization 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 6050-6065
Authors:  Wang, Bo;  Yuan, Chunfeng;  Li, Bing;  Ding, Xinmiao;  Li, Zeya;  Wu, Ying;  Hu, Weiming
Favorite  |  View/Download:4/0  |  Submit date:2021/08/15
Location awareness  Neurons  Task analysis  Pattern recognition  Automation  Search problems  Proposals  Weakly supervised object localization  feature recalibration  multi-scale class activation mapping  
Distractor-aware discrimination learning for online multiple object tracking 期刊论文
PATTERN RECOGNITION, 2020, 期号: 107, 页码: 10
Authors:  Zhou, Zongwei;  Luo, Wenhan;  Wang, Qiang;  Xing, Junliang;  Hu, Weiming
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Multi-object tracking  Distractor-aware discrimination learning  Relational attention learning  
Anchor-Free One-Stage Online Multi-Object Tracking 会议论文
, 中国,南京, 2020-10
Authors:  Zhou, Zongwei;  Li, Yangxi;  Gao, Jin;  Xing, Junliang;  Li, Liang;  Hu, Weiming
Adobe PDF(634Kb)  |  Favorite  |  View/Download:15/2  |  Submit date:2021/06/23
Anchor-Free · One-Stage · Multi-Object Tracking  
Graph convolutional network with structure pooling and joint-wise channel attention for action recognition 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 103, 页码: 12
Authors:  Chen, Yuxin;  Ma, Gaoqun;  Yuan, Chunfeng;  Li, Bing;  Zhang, Hui;  Wang, Fangshi;  Hu, Weiming
Favorite  |  View/Download:64/0  |  Submit date:2020/06/22
Graph convolutional network  Structure graph pooling  Joint-wise channel attention  
Anisotropic Convolution for Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 99, 页码: 5584-5595
Authors:  Li, Wenjuan;  Li, Bing;  Yuan, Chunfeng;  Li, Yangxi;  Wu, Haohao;  Hu, Weiming;  Wang, Fangshi
Favorite  |  View/Download:27/0  |  Submit date:2020/10/16
Anisotropic convolution  image classification  object localization  
Tracking-by-Fusion via Gaussian Process Regression Extended to Transfer Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 4, 页码: 939-955
Authors:  Gao, Jin;  Wang, Qiang;  Xing, Junliang;  Ling, Haibin;  Hu, Weiming;  Maybank, Stephen
Favorite  |  View/Download:53/0  |  Submit date:2020/06/02
Task analysis  Correlation  Target tracking  Probability distribution  Visualization  Collaboration  Visual tracking  Gaussian processes  correlation filters  transfer learning  tracking-by-fusion