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Publication search results
found 5,282 matches
- 2025
- Yingshuai Wang, Dezheng Zhang, Aziguli Wulamu:
Self-supervised cognitive learning for multifaced interest in large-scale industrial recommender systems. Inf. Sci. 686: 121338 (2025) - Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan, Charu C. Aggarwal, Mahsa Salehi:
CARLA: Self-supervised contrastive representation learning for time series anomaly detection. Pattern Recognit. 157: 110874 (2025) - Wenzhuo Liu, Xin-Jian Wu, Fei Zhu, Ming-Ming Yu, Chuang Wang, Cheng-Lin Liu:
Class incremental learning with self-supervised pre-training and prototype learning. Pattern Recognit. 157: 110943 (2025) - Zhixiang Xue, Guopeng Yang, Xuchu Yu, Anzhu Yu, Yinggang Guo, Bing Liu, Jianan Zhou:
Multimodal self-supervised learning for remote sensing data land cover classification. Pattern Recognit. 157: 110959 (2025) - 2024
- Mats Svantesson:
Self-supervised deep learning and EEG categorization. Linköping University, Sweden, 2024 - Pegah Golchin:
Machine Learning Models in Network Intrusion Detection Systems: Self-Supervised Detection of Malicious Flows and Traffic Patterns Recognition in Programmable Networks. Technical University of Darmstadt, Germany, 2024 - Moona Mazher:
Self-supervised Advanced Deep Learning for Characterization of Brain Tumor Aggressiveness and Prognosis Analysis Through Multimodality MRI Imaging. University of Rovira i Virgili, Spain, 2024 - Omkumar Chandraumakantham, Srinitish Srinivasan, Varenya Pathak:
Detecting Side Effects of Adverse Drug Reactions Through Drug-Drug Interactions Using Graph Neural Networks and Self-Supervised Learning. IEEE Access 12: 93823-93840 (2024) - Jin-Mo Choi, Blagovest Vladimirov, Sangjoon Park:
CorrFractal: High-Resolution Correspondence Method Using Fractal Affinity on Self-Supervised Learning. IEEE Access 12: 22866-22879 (2024) - Arjon Das, Xin Zhong:
ViewMix: Augmentation for Robust Representation in Self-Supervised Learning. IEEE Access 12: 8461-8470 (2024) - Omid Ghorbanzadeh, Hejar Shahabi, Sepideh Tavakkoli Piralilou, Alessandro Crivellari, Laura Elena Cue La Rosa, Clement Atzberger, Jonathan Li, Pedram Ghamisi:
Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection. IEEE Access 12: 118453-118466 (2024) - Setia Juli Irzal Ismail, Hendrawan, Budi Rahardjo, Tutun Juhana, Yasuo Musashi:
MalSSL - Self-Supervised Learning for Accurate and Label-Efficient Malware Classification. IEEE Access 12: 58823-58835 (2024) - Jit Yan Lim, Kian-Ming Lim, Chin-Poo Lee, Yong Xuan Tan:
SFT: Few-Shot Learning via Self-Supervised Feature Fusion With Transformer. IEEE Access 12: 86690-86703 (2024) - Wei Han Liu, Kian-Ming Lim, Thian Song Ong, Chin-Poo Lee:
DBDC-SSL: Deep Brownian Distance Covariance With Self-Supervised Learning for Few-Shot Image Classification. IEEE Access 12: 58586-58596 (2024) - Yao Liu, Tien-Ping Tan, Xiaoping Zhan:
Iterative Self-Supervised Learning for Legal Similar Case Retrieval. IEEE Access 12: 17231-17241 (2024) - Jaehoon Park:
Efficient Ensemble via Rotation-Based Self- Supervised Learning Technique and Multi-Input Multi-Output Network. IEEE Access 12: 36135-36147 (2024) - Roslidar, Muhammad Jurej Al Hamdi, Aulia Rahman, Khairun Saddami, Fitri Arnia, Maimun Syukri, Khairul Munadi:
Self-Supervised Bi-Pipeline Learning Approach for High Interpretation of Breast Thermal Images. IEEE Access 12: 103433-103449 (2024) - Hongji Shu, Chaojun Meng, Pasquale De Meo, Qing Wang, Jia Zhu:
Self-Supervised Hypergraph Learning for Enhanced Multimodal Representation. IEEE Access 12: 20830-20839 (2024) - Ryoichi Takashima, Yuya Sawa, Ryo Aihara, Tetsuya Takiguchi, Yoshie Imai:
Dysarthric Speech Recognition Using Pseudo-Labeling, Self-Supervised Feature Learning, and a Joint Multi-Task Learning Approach. IEEE Access 12: 36990-36999 (2024) - Carlos Vintimilla, Sangheum Hwang:
Self-Supervised Representation Learning for Basecalling Nanopore Sequencing Data. IEEE Access 12: 109355-109366 (2024) - Muhammad Ahsan Zamee, Yeongsang Lee, Dong-Jun Won:
Self-Supervised Adaptive Learning Algorithm for Multi-Horizon Electricity Price Forecasting. IEEE Access 12: 54913-54933 (2024) - Danhuai Guo, Yingxue Yu, Shiyin Ge, Song Gao, Gengchen Mai, Huixuan Chen:
SpatialScene2Vec: A self-supervised contrastive representation learning method for spatial scene similarity evaluation. Int. J. Appl. Earth Obs. Geoinformation 128: 103743 (2024) - Shaocheng Jia, Wei Yao:
Self-supervised multi-task learning framework for safety and health-oriented road environment surveillance based on connected vehicle visual perception. Int. J. Appl. Earth Obs. Geoinformation 128: 103753 (2024) - Alireza Ghanbari, Gholam Hassan Shirdel, Farhad Maleki:
Semi-Self-Supervised Domain Adaptation: Developing Deep Learning Models with Limited Annotated Data for Wheat Head Segmentation. Algorithms 17(6): 267 (2024) - Muhammad Hafeez Javed, Zeng Yu, Taha M. Rajeh, Fahad Rafique, Tianrui Li:
Clustering-based multi-featured self-supervised learning for human activities and video retrieval. Appl. Intell. 54(8): 6198-6212 (2024) - Meryem Altin Karagöz, Özkan Ufuk Nalbantoglu:
A self-supervised learning model based on variational autoencoder for limited-sample mammogram classification. Appl. Intell. 54(4): 3448-3463 (2024) - Ma Liang, Chen Hao, Gong Ming:
Prostate cancer grade using self-supervised learning and novel feature aggregator based on weakly-labeled gbit-pixel pathology images. Appl. Intell. 54(11-12): 871-885 (2024) - Van-Nhiem Tran, Chi-En Huang, Shen-Hsuan Liu, Muhammad Saqlain Aslam, Kai-Lin Yang, Yung-Hui Li, Jia-Ching Wang:
Multi-view and multi-augmentation for self-supervised visual representation learning. Appl. Intell. 54(11-12): 629-656 (2024) - Hao Xi, Kai Ren, Peng Lu, Yongqiang Li, Chuanping Hu:
SSGait: enhancing gait recognition via semi-supervised self-supervised learning. Appl. Intell. 54(7): 5639-5657 (2024) - Qianyang Zhu, Heyuan Sun, Bo Yang:
Mitigating selection bias in counterfactual prediction through self-supervised domain embedding learning with virtual samples. Appl. Intell. 54(8): 6529-6542 (2024)
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