CASIA OpenIR

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Improving metric-based few-shot learning with dynamically scaled softmax loss 期刊论文
IMAGE AND VISION COMPUTING, 2023, 卷号: 140, 页码: 15
Authors:  Zhang, Yu;  Zuo, Xin;  Zheng, Xuxu;  Gao, Xiaoyong;  Wang, Bo;  Hu, Weiming
Favorite  |  View/Download:0/0  |  Submit date:2024/02/22
Few-shot learning  Metric-based learning framework  Softmax loss improvement  
Self-Prior Guided Pixel Adversarial Networks for Blind Image Inpainting 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 12377-12393
Authors:  Wang, Juan;  Yuan, Chunfeng;  Li, Bing;  Deng, Ying;  Hu, Weiming;  Maybank, Stephen
Favorite  |  View/Download:29/0  |  Submit date:2023/11/16
Blind image inpainting  semantic-discontinuity detection  layout map prediction  pixel generative adversarial network  
Jointing Recurrent Across-Channel and Spatial Attention for Multi-Object Tracking With Block-Erasing Data Augmentation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 8, 页码: 4054-4069
Authors:  Deng, Keyu;  Zhang, Congxuan;  Chen, Zhen;  Hu, Weiming;  Li, Bing;  Lu, Feng
Favorite  |  View/Download:26/0  |  Submit date:2023/11/17
Multi-object tracking  one shot  multiattention feature learning  block erasing strategy  object occlusions  
Hierarchical Curriculum Learning for No-Reference Image Quality Assessment 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 页码: 20
Authors:  Wang, Juan;  Chen, Zewen;  Yuan, Chunfeng;  Li, Bing;  Ma, Wentao;  Hu, Weiming
Favorite  |  View/Download:17/0  |  Submit date:2023/11/17
No-reference image quality assessment  Hierarchical curriculum learning  Prior knowledge  Cross-dataset quality assessment correlation  
A Closer Look at Self-Supervised Lightweight Vision Transformers 会议论文
, Honolulu, Hawaii, USA, 2023-7
Authors:  Wang, Shaoru;  Gao, Jin;  Li, Zeming;  Zhang, Xiaoqin;  Weiming, Hu
Adobe PDF(3478Kb)  |  Favorite  |  View/Download:106/48  |  Submit date:2023/09/20
Vision Transformer  Self-supervised Learning  Lightweight Networks  Knowledge Distillation  
Learning from the raw domain: cross modality distillation for compressed video action recognition 会议论文
, Rhodes, Greece, 2023.6
Authors:  Yufan Liu;  Jiajiong Cao;  Weiming Bai;  Bing Li;  Weiming Hu
Adobe PDF(411Kb)  |  Favorite  |  View/Download:224/79  |  Submit date:2023/05/06
Multi-scale self-attention-based feature enhancement for detection of targets with small image sizes 期刊论文
PATTERN RECOGNITION LETTERS, 2023, 卷号: 166, 页码: 46-52
Authors:  Deng, Ying;  Hu, Xingliang;  Li, Bing;  Zhang, Congxuan;  Hu, Weiming
Favorite  |  View/Download:113/0  |  Submit date:2023/03/20
Detection of targets with small image sizes  Feature enhancement  Multi-scale combination Self-attention  
TranSkeleton: Hierarchical Spatial-Temporal Transformer for Skeleton-Based Action Recognition 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2023, 页码: 1-12
Authors:  Haowei Liu;  Yongcheng Liu;  Yuxin Chen;  Chunfeng Yuan;  Bing Li;  Weiming Hu
Adobe PDF(1276Kb)  |  Favorite  |  View/Download:144/54  |  Submit date:2023/04/28
Learning Video-Text Aligned Representations for Video Captioning 期刊论文
ACM Trans. Multimedia Comput. Commun. Appl., 2023, 页码: 1-21
Authors:  Yaya Shi;  Haiyang Xu;  Chunfeng Yuan;  Bing Li;  Weiming Hu,;  Zhengjun Zha
Adobe PDF(3574Kb)  |  Favorite  |  View/Download:102/34  |  Submit date:2023/04/28
Circle-Net: An Unsupervised Lightweight-Attention Cyclic Network for Hyperspectral and Multispectral Image Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 4499-4515
Authors:  Liu, Shuaiqi;  Miao, Siyu;  Liu, Siyuan;  Li, Bing;  Hu, Weiming;  Zhang, Yu-Dong
Favorite  |  View/Download:26/0  |  Submit date:2023/11/17
Attention mechanism  deep learning (DL)  hyperspectral images (HSIs)  image fusion  multispectral images (MSIs)