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Understanding and Mitigating Dimensional Collapse in Federated Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 2936-2949
作者:  Shi, Yujun;  Liang, Jian;  Zhang, Wenqing;  Xue, Chuhui;  Tan, Vincent Y. F.;  Bai, Song
收藏  |  浏览/下载：2/0  |  提交时间：2024/07/03
Federated learning  representation learning  distribution shift  dimensional collapse  
Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2023, 卷号: 14, 期号: 5, 页码: 21
作者:  Zhu, Yanqiao;  Xu, Yichen;  Yu, Feng;  Liu, Qiang;  Wu, Shu
Adobe PDF(1686Kb)  |  收藏  |  浏览/下载：98/5  |  提交时间：2023/12/21
Cluster-aware self-training and refining  unsupervised learning  graph representation learning  
Joint Token and Feature Alignment Framework for Text-Based Person Search 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2022, 卷号: 29, 页码: 2238-2242
作者:  Li, Shangze;  Lu, Andong;  Huang, Yan;  Li, Chenglong;  Wang, Liang
收藏  |  浏览/下载：248/0  |  提交时间：2022/12/27
Feature extraction  Visualization  Representation learning  Logic gates  Image reconstruction  Transformers  Training  Cross-modal generation  feature alignment  text-based person search  token alignment  transformer  
Deep Self-Supervised Representation Learning for Free-Hand Sketch 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 4, 页码: 1503-1513
作者:  Xu, Peng;  Song, Zeyu;  Yin, Qiyue;  Song, Yi-Zhe;  Wang, Liang
收藏  |  浏览/下载：272/0  |  提交时间：2021/05/17
Feature extraction  Task analysis  Strain  Computer architecture  Deep learning  Deformable models  Convolution  Self-supervised  representation learning  deep learning  sketch  pretext task  textual convolution network  convolutional neural network  
GraphAIR: Graph representation learning with neighborhood aggregation and interaction 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 112, 页码: 11
作者:  Hu, Fenyu;  Zhu, Yanqiao;  Wu, Shu;  Huang, Weiran;  Wang, Liang;  Tan, Tieniu
Adobe PDF(839Kb)  |  收藏  |  浏览/下载：549/236  |  提交时间：2021/03/29
Graph representation learning  Neighborhood aggregation  Graph neural networks  Neighborhood interaction  Node classification  Link prediction  
Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 9, 页码: 4526-4540
作者:  Zhang, Hongwen;  Li, Qi;  Sun, Zhenan
Adobe PDF(4865Kb)  |  收藏  |  浏览/下载：344/54  |  提交时间：2019/10/08
2D/3D facial landmark localization  semantic volumetric representation  joint voxel and coordinate regression  auxiliary regression adversarial learning  
Learning Relevance Restricted Boltzmann Machine for Unstructured Group Activity and Event Understanding 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2016, 卷号: 119, 期号: 3, 页码: 329-345
作者:  Zhao, Fang;  Huang, Yongzhen;  Wang, Liang;  Xiang, Tao;  Tan, Tieniu
浏览  |  Adobe PDF(6286Kb)  |  收藏  |  浏览/下载：443/141  |  提交时间：2016/10/20
Representation Learning  Video Analysis  Restricted Boltzmann Machine  Sparse Bayesian Learning  
Semi-supervised learning and feature evaluation for RGB-D object recognition 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2015, 卷号: 139, 期号: 5, 页码: 149-160
作者:  Cheng, Yanhua;  Zhao, Xin;  Huang, Kaiqi;  Tan, Tieniu
浏览  |  Adobe PDF(3157Kb)  |  收藏  |  浏览/下载：438/133  |  提交时间：2015/10/26
Rgb-d  Object Recognition  Feature Representation  Feature Evaluation  Semi-supervised Learning