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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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浏览/检索结果:
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COMICS: End-to-End Bi-Grained Contrastive Learning for Multi-Face Forgery Detection
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 10, 页码: 10223-10236
作者:
Zhang, Cong
;
Qi, Honggang
;
Wang, Shuhui
;
Li, Yuezun
;
Lyu, Siwei
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/12/06
Face recognition
Forgery
Feature extraction
Proposals
Object detection
Faces
Generators
DeepFake
multi-face forgery detection
contrastive learning
fine-grained feature learning
Which images to label for few-shot medical image analysis?
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 96, 页码: 12
作者:
Quan, Quan
;
Yao, Qingsong
;
Zhu, Heqin
;
Wang, Qiyuan
;
Zhou, S. Kevin
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/12/06
Few-shot
Contrastive learning
Augmentation
Modality Consistency-Guided Contrastive Learning for Wearable-Based Human Activity Recognition
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 21750-21762
作者:
Guo, Changru
;
Zhang, Yingwei
;
Chen, Yiqiang
;
Xu, Chenyang
;
Wang, Zhong
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/12/06
Human activity recognition
Self-supervised learning
Task analysis
Data models
Time series analysis
Internet of Things
Face recognition
Contrastive learning (CL)
human activity recognition (HAR)
intermodality
intramodality
self-supervised
STWave
+
: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 6, 页码: 2671-2685
作者:
Fang, Yuchen
;
Qin, Yanjun
;
Luo, Haiyong
;
Zhao, Fang
;
Zheng, Kai
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/12/06
Market research
Forecasting
Roads
Time series analysis
Sensors
Correlation
Encoding
Contrastive learning
graph attention network
spatio-temporal data
traffic forecasting
Towards generalizable Graph Contrastive Learning: An information theory perspective
期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 17
作者:
Yuan, Yige
;
Xu, Bingbing
;
Shen, Huawei
;
Cao, Qi
;
Cen, Keting
;
Zheng, Wen
;
Cheng, Xueqi
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/05/20
Graph Contrastive Learning
Generalization
Information theory
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
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  |  
浏览/下载:10/0
  |  
提交时间:2024/05/20
Complementary label learning
Weakly supervised learning
Contrastive learning
Machine learning
Representation learning
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:17/0
  |  
提交时间:2023/12/04
Graph representation learning
Contrastive learning
Dynamic graph
Tempo-structural information
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning
期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2023, 卷号: 42, 期号: 5, 页码: 16
作者:
Zhang, Yuxin
;
Tang, Fan
;
Dong, Weiming
;
Huang, Haibin
;
Ma, Chongyang
;
Lee, Tong-Yee
;
Xu, Changsheng
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/12/04
Arbitrary style transfer
contrastive learning
style encoding
Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 10212-10227
作者:
Yang, Chuanguang
;
An, Zhulin
;
Zhou, Helong
;
Zhuang, Fuzhen
;
Xu, Yongjun
;
Zhang, Qian
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/12/04
Contrastive learning
mutual learning
online knowledge distillation
visual recognition
Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning
期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 87, 页码: 13
作者:
Yan, Rui
;
Shen, Yijun
;
Zhang, Xueyuan
;
Xu, Peihang
;
Wang, Jun
;
Li, Jintao
;
Ren, Fei
;
Ye, Dingwei
;
Zhou, S. Kevin
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2023/12/04
Bladder cancer
Contrastive learning
Gene mutation prediction
Histopathological image analysis
Multiple instance learning