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Rescue to the Curse of universality 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2023, 卷号: 66, 期号: 9, 页码: 17
作者:  Zhao, Yongwei;  Du, Zidong;  Guo, Qi;  Xu, Zhiwei;  Chen, Yunji
收藏  |  浏览/下载:14/0  |  提交时间:2023/12/04
universality  general-purpose architecture  specialized architecture  deep learning processor  universal circuit  
GLIM-Net: Chronic Glaucoma Forecast Transformer for Irregularly Sampled Sequential Fundus Images 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 6, 页码: 1875-1884
作者:  Hu, Xiaoyan;  Zhang, Ling-Xiao;  Gao, Lin;  Dai, Weiwei;  Han, Xiaoguang;  Lai, Yu-Kun;  Chen, Yiqiang
收藏  |  浏览/下载:14/0  |  提交时间:2023/12/04
Transformers  Feature extraction  Predictive models  Image segmentation  Deep learning  Biomedical imaging  Task analysis  Glaucoma forecast  transformer  attention mechanism  fundus image  
Multi-Projection Fusion and Refinement Network for Salient Object Detection in 360 degrees Omnidirectional Image 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:  Cong, Runmin;  Huang, Ke;  Lei, Jianjun;  Zhao, Yao;  Huang, Qingming;  Kwong, Sam
收藏  |  浏览/下载:21/0  |  提交时间:2023/07/12
360? omnidirectional image  cube-unfolding (CU)  dynamic weighting  filtration and refinement (FR)  salient object detection (SOD)  
3D Face Reconstruction and Gaze Tracking in the HMD for Virtual Interaction 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 3166-3179
作者:  Chen, Shu-Yu;  Lai, Yu-Kun;  Xia, Shihong;  Rosin, Paul L.;  Gao, Lin
收藏  |  浏览/下载:15/0  |  提交时间:2023/12/04
Communication  eye tracking  head-mounted display  real-time facial performance capture  user interaction  virtual reality  
Learned Image Compression Using Cross-Component Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5478-5493
作者:  Duan, Wenhong;  Chang, Zheng;  Jia, Chuanmin;  Wang, Shanshe;  Ma, Siwei;  Song, Li;  Gao, Wen
收藏  |  浏览/下载:15/0  |  提交时间:2023/12/04
Image coding  Context modeling  Transforms  Decoding  Standards  Image reconstruction  Transform coding  Image compression  cross-component  information-guided unit  attention mechanism  information-preserving  
Does Thermal Really Always Matter for RGB-T Salient Object Detection? 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 6971-6982
作者:  Cong, Runmin;  Zhang, Kepu;  Zhang, Chen;  Zheng, Feng;  Zhao, Yao;  Huang, Qingming;  Kwong, Sam
收藏  |  浏览/下载:10/0  |  提交时间:2024/05/20
Task analysis  Decoding  Semantics  Object detection  Location awareness  Lighting  Feature extraction  RGB-T images  salient object detection  global illumination estimation  semantic constraint provider  localization and complementation  
Global-and-Local Collaborative Learning for Co-Salient Object Detection 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 12
作者:  Cong, Runmin;  Yang, Ning;  Li, Chongyi;  Fu, Huazhu;  Zhao, Yao;  Huang, Qingming;  Kwong, Sam
收藏  |  浏览/下载:33/0  |  提交时间:2022/12/07
Semantics  Task analysis  Feature extraction  Convolution  Object detection  Computational modeling  Collaborative work  3-D convolution  co-salient object detection (CoSOD)  global correspondence modeling (GCM)  local correspondence modeling (LCM)  
CIR-Net: Cross-Modality Interaction and Refinement for RGB-D Salient Object Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 6800-6815
作者:  Cong, Runmin;  Lin, Qinwei;  Zhang, Chen;  Li, Chongyi;  Cao, Xiaochun;  Huang, Qingming;  Zhao, Yao
收藏  |  浏览/下载:22/0  |  提交时间:2023/07/12
Decoding  Task analysis  Periodic structures  Middleware  Logic gates  Electronic mail  Object detection  Salient object detection  RGB-D images  cross-modality attention  cross-modality interaction  
Rethinking the Importance of Quantization Bias, Toward Full Low-Bit Training 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 7006-7019
作者:  Liu, Chang;  Zhang, Xishan;  Zhang, Rui;  Li, Ling;  Zhou, Shiyi;  Huang, Di;  Li, Zhen;  Du, Zidong;  Liu, Shaoli;  Chen, Tianshi
收藏  |  浏览/下载:19/0  |  提交时间:2023/07/12
Neural network acceleration  low precision training  quantization  
DeepFaceEditing: Deep Face Generation and Editing with Disentangled Geometry and Appearance Control 期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2021, 卷号: 40, 期号: 4, 页码: 15
作者:  Chen, Shu-Yu;  Liu, Feng-Lin;  Lai, Yu-Kun;  Rosin, Paul L.;  Li, Chunpeng;  Fu, Hongbo;  Gao, Lin
收藏  |  浏览/下载:47/0  |  提交时间:2021/12/01
Deep image generation  face editing  image disentangling  sketch-based interfaces