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Real face foundation representation learning for generalized deepfake detection 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 161, 页码: 9
作者:  Shi, Liang;  Zhang, Jie;  Ji, Zhilong;  Bai, Jinfeng;  Shan, Shiguang
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Deepfake detection  Masked image modeling  Representation learning  Vision Transformers  
Domain Adaptation for Graph Representation Learning: Challenges, Progress, and Prospects 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 页码: 18
作者:  Shi, Bo-Shen;  Wang, Yong-Qing;  Guo, Fang-Da;  Xu, Bing-Bing;  Shen, Hua-Wei;  Cheng, Xue-Qi
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
graph domain adaptation  graph representation learning  transfer learning  
FedCRAC: Improving Federated Classification Performance on Long-Tailed Data via Classifier Representation Adjustment and Calibration 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 1, 页码: 482-499
作者:  Li, Xujing;  Sun, Sheng;  Liu, Min;  Ren, Ju;  Jiang, Xuefeng;  He, Tianliu
收藏  |  浏览/下载：0/0  |  提交时间：2025/06/25
Tail  Data models  Training  Computational modeling  Servers  Accuracy  Feature extraction  Data heterogeneity  federated learning  long-tailed data  representation alignment  
Multitask-Based Self-Supervised Learning for Recommendation in Social Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 12
作者:  Xu, Wenjian;  Zeng, Fanxiang;  Zhang, Nan;  Gao, Honghao;  Yin, Yuyu;  Chen, Zulong;  Huang, Maolei;  Wan, Jian
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
Data models  Predictive models  Heavily-tailed distribution  Feature extraction  Representation learning  Recommender systems  Electronic mail  Computational modeling  Poles and towers  Data mining  Click-through rate (CTR) prediction  large-scale knowledge discovery  multitask learning  representation learning  user behavior modeling  
Toward Generalized Multistage Clustering: Multiview Self-Distillation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14
作者:  Wang, Jiatai;  Xu, Zhiwei;  Wang, Xin;  Li, Tao
收藏  |  浏览/下载：9/0  |  提交时间：2025/06/25
Semantics  Feature extraction  Contrastive learning  Mutual information  Clustering methods  Representation learning  Computational modeling  Training  Knowledge engineering  Predictive models  Hierarchical contrastive learning  multistage clustering  multiview self-distillation  mutual information between views  
SMART: Syntax-Calibrated Multi-Aspect Relation Transformer for Change Captioning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 7, 页码: 4926-4943
作者:  Tu, Yunbin;  Li, Liang;  Su, Li;  Zha, Zheng-Jun;  Huang, Qingming
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Semantics  Visualization  Transformers  Decoding  Switches  Syntactics  Image representation  Change captioning  multi-aspect relation learning  part-of-speech  visual switch  transformer  
Enhancing Face Recognition With Detachable Self-Supervised Bypass Networks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1588-1599
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：29/0  |  提交时间：2024/05/20
Face recognition  Task analysis  Three-dimensional displays  Training  Supervised learning  Self-supervised learning  Image reconstruction  bypass enhanced representation learning  3D reconstruction bypass  blind inpainting bypass  
ComCo: Complementary supervised contrastive learning for complementary label learning 期刊论文
NEURAL NETWORKS, 2024, 卷号: 169, 页码: 44-56
作者:  Jiang, Haoran;  Sun, Zhihao;  Tian, Yingjie
收藏  |  浏览/下载：25/0  |  提交时间：2024/05/20
Complementary label learning  Weakly supervised learning  Contrastive learning  Machine learning  Representation learning  
Panoptic Segmentation with Convex Object Representation 期刊论文
COMPUTER JOURNAL, 2023, 页码: 11
作者:  Yao, Zhicheng;  Wang, Sa;  Zhu, Jinbin;  Bao, Yungang
收藏  |  浏览/下载：22/0  |  提交时间：2024/05/20
deep learning  computer vision  image segmentation  panoptic segmentation  instance representation  
DyTSCL: Dynamic graph representation via tempo-structural contrastive learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 556, 页码: 8
作者:  Li, Jianian;  Bao, Peng;  Yan, Rong;  Shen, Huawei
收藏  |  浏览/下载：32/0  |  提交时间：2023/12/04
Graph representation learning  Contrastive learning  Dynamic graph  Tempo-structural information