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CASIA OpenIR

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Hard-Soft Pseudo Labels Guided Semi-Supervised Learning for Point Cloud Classification 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2024, 卷号: 31, 页码: 1059-1063
作者:  He, Yuan;  Hu, Guyue;  Yu, Shan
收藏  |  浏览/下载：1/0  |  提交时间：2024/07/22
Point cloud compression  Training  Three-dimensional displays  Self-supervised learning  Semisupervised learning  Task analysis  Unsupervised learning  Point cloud  3D vision  semi-supervised learning  contrastive learning  pseudo label  
GMAE2: Stacking Graph Masked Autoencoder on Feature Autoencoder for Social Bot Detection 会议论文
Proceedings of 2024 12th China Conference on Command and Control, 北京市朝阳区国家会议中心, 2024-5-17
作者:  Huang, Haitao;  Zhao, Mohan
Adobe PDF(456Kb)  |  收藏  |  浏览/下载：40/13  |  提交时间：2024/07/05
Social Bot Detection  Graph Self-supervised Learning  Graph Masked Autoencoder  
Deep Survival Analysis With Latent Clustering and Contrastive Learning 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 5, 页码: 3090-3101
作者:  Cui, Chang;  Tang, Yongqiang;  Zhang, Wensheng
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/04
Analytical models  Task analysis  Self-supervised learning  Predictive models  Hazards  Data models  Correlation  Survival analysis  deep learning  clustering  contrastive learning  survival prediction  
Interpretability in Sentiment Analysis: A Self-Supervised Approach to Sentiment Cue Extraction 期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 7, 页码: 23
作者:  Sun, Yawei;  He, Saike;  Han, Xu;  Luo, Yan
收藏  |  浏览/下载：3/0  |  提交时间：2024/07/03
sentiment cue extraction  self-supervised learning  interpretable machine learning  
Self-Supervised Underwater Image Generation for Underwater Domain Pre-Training 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 14
作者:  Wu, Zhiheng;  Wu, Zhengxing;  Chen, Xingyu;  Lu, Yue;  Yu, Junzhi
收藏  |  浏览/下载：11/0  |  提交时间：2024/07/03
Object detection  pre-training  self-supervised learning  semantic segmentation  underwater image generation  
Contextualized Relation Predictive Model for Self-Supervised Group Activity Representation Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 353-366
作者:  Zhou, Wanting;  Kong, Longteng;  Han, Yushan;  Qin, Jie;  Sun, Zhenan
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/03
Group activity representation learning  group activity recognition  self-supervised learning  transformer  predictive coding  
HiCMAE: Hierarchical Contrastive Masked Autoencoder for self-supervised Audio-Visual Emotion Recognition 期刊论文
Information Fusion, 2024, 卷号: 108, 页码: 1-20
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2281Kb)  |  收藏  |  浏览/下载：53/12  |  提交时间：2024/05/31
Audio-Visual Emotion Recognition  Self-supervised learning  Masked autoencoder  Contrastive learning  
On Robust Cross-view Consistency in Self-supervised Monocular Depth Estimation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 495-513
作者:  Haimei Zhao;  Jing Zhang;  Zhuo Chen;  Bo Yuan;  Dacheng Tao
Adobe PDF(17303Kb)  |  收藏  |  浏览/下载：45/11  |  提交时间：2024/05/23
3D vision, depth estimation, cross-view consistency, self-supervised learning, monocular perception  
Audio Mixing Inversion via Embodied Self-supervised Learning 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 55-62
作者:  Haotian Zhou;  Feng Yu;  Xihong Wu
Adobe PDF(1288Kb)  |  收藏  |  浏览/下载：49/14  |  提交时间：2024/04/23
Audio mixing inversion, intelligent audio mixing, self-supervised learning, audio signal processing, deep learning  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
作者:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
Adobe PDF(2691Kb)  |  收藏  |  浏览/下载：63/19  |  提交时间：2024/04/23
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision