Search Results - "Contrastive learning"

Self-Supervised Intelligent Autoencoder with Multi-Scale Convolutional Contrastive Learning for Multivariate Anomaly Detection.

Authors: Lu, Jing Fang, Yali Fan, Songhan et al.

Source: Journal of Intelligent & Fuzzy Systems. Jul2026, Vol. 50 Issue 7, p2048-2064. 17p.

A Self-Supervised Contrastive Learning Approach for Detecting Deepfakes in Medical CT Scans.

Authors: Pankiraj, Pradeepan Raj, Gladston George, Juby et al.

Source: Journal of Intelligent & Fuzzy Systems. Jun2026, Vol. 50 Issue 6, p1959-1981. 23p.

Long-tailed representation learning algorithm based on adaptive prototypes and semantic awareness.

Authors: LI, Tiantian XUE, Zhen ZHANG, Liangliang et al.

Source: Journal of Measurement Science & Instrumentation. Jun2026, Vol. 17 Issue 2, p331-343. 13p.

Subjects: Contrastive learning, Fault diagnosis, Feature extraction, Mathematics

A Noise-Resilient Attention Guided Contrastive Learning Framework for Phishing Email Detection.

Authors: Gueddoudj, El Yazid Attia, Abdelouahab Chikh, Azeddine

Source: International Journal of Performability Engineering. Jun2026, Vol. 22 Issue 6, p297-308. 12p.

Subjects: Phishing, Contrastive learning, Email security, Internet security, Adversarial machine learning

LiteRoadSegNet: A Lightweight Road Segmentation Framework with Semantic–Topological Contrastive Learning in High-Resolution Remote Sensing Imagery.

Authors: Wu, Tao Peng, Yu Qin, Jianxin et al.

Source: Remote Sensing. May2026, Vol. 18 Issue 10, p1664. 27p.

Subjects: Remote sensing, Contrastive learning, Deep learning

An Efficient Remote Sensing Cross-Modal Retrieval Method Based on Hashing Contrastive Learning.

Authors: Fang, Jifei Zhu, Dali

Source: Remote Sensing. May2026, Vol. 18 Issue 10, p1630. 18p.

Subjects: Contrastive learning, Binary codes, Optimization algorithms, Image retrieval, Remote sensing, Information retrieval

Three‐View Dual‐Space Contrastive Perception Matching Method for Entity Alignment.

Authors: Tan, Qiwen Nie, Tiezheng Murray, Richard

Source: International Journal of Intelligent Systems. 6/2/2026, Vol. 2026, p1-11. 11p.

Subjects: Hyperbolic spaces, Contrastive learning, Graph neural networks, Graph theory

MTCL-Net: A Multi-Task Contrastive Learning Network for Underwater Acoustic Source Ranging.

Authors: Zhao, Jixiang Qin, Zhiliang Ma, Benjun et al.

Source: Remote Sensing. May2026, Vol. 18 Issue 9, p1343. 25p.

Subjects: Contrastive learning, Acoustic localization, Deep learning, Artificial neural networks, Machine learning, Aquatic ecology

CITMR: Contrastive Image–Text–Motion Retrieval for Autonomous Driving Critical Scenarios Extraction.

Authors: Peng, Kun Li, Shanke Hui, Fei et al.

Source: Journal of Advanced Transportation. 5/13/2026, Vol. 2026, p1-14. 14p.

Subjects: Contrastive learning, Motion analysis, Image retrieval, Acquisition of data, Autonomous vehicles

Intent-guided Relative Contrastive Learning for Sequential Recommendation.

Authors: Shi, Jiwei Yang, Dan Liu, Yang

Source: Engineering Letters. Jul2026, Vol. 34 Issue 7, p2596-2608. 13p.

An art style classification network integrating contrastive learning and counterfactual attention.

Authors: Wang, Meng Xia, Fan Yang, Ting et al.

Source: PLoS ONE. 6/26/2026, Vol. 21 Issue 6, p1-19. 19p.

EMP: Enhanced Multi-modal Prediction for fashion sales using Fourier Mapping and ERP-based contrastive learning.

Authors: Park, Sanguk Park, Byungyoon Lee, Seohyun et al.

Source: PLoS ONE. 6/16/2026, Vol. 21 Issue 6, p1-28. 28p.

A Multimodal Sensor-Based Self-Supervised Learning Framework for Low-Noise System State Prediction and Anomaly Detection.

Authors: Guo, Kexin Wang, Jingwen Lin, Jiayu et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3851. 30p.

ProCoS: Degradation-Robust Manipulation Localization for Special Equipment Inspection Images.

Authors: Chen, Guilong Liu, Guixiong Luo, Weili

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3647. 23p.

A Two-View Hierarchical Contrastive Learning-Driven Method for Community Detection.

Authors: Liu, Shun Xiao, Yuzhi Huang, Tao et al.

Source: Mathematics (2227-7390). Jun2026, Vol. 14 Issue 12, p2121. 38p.

Self-supervised multimodal transformer for fine-grained detection of controlled perturbation events in piano performance.

Authors: Yang, Kun Chen, Jitao

Source: Scientific Reports. 6/8/2026, Vol. 16 Issue 1, p1-19. 19p.

Quantifying Risk Levels for Active Safety Systems in Autonomous Forest Machinery Using Vision Language Models.

Authors: Usui, Kengo¹ (AUTHOR)

Source: Forests (19994907). Jun2026, Vol. 17 Issue 6, p708. 23p.

Highly biased DNA sequence reconstruction in DNA storage with multi-scale attention mechanism and contrast learning.

Authors: Li, Xue Zheng, Yanfen Shao, Qi et al.

Source: Synthetic & Systems Biotechnology. Jun2026, Vol. 12, p422-432. 11p.

Cosine Similarity Distillation Vision Mixture-of-Experts for Intelligent Housing-Dimensional Urban Physical Examinations.

Authors: Zhao, Kun Ren, Helei He, Wenbin et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 11, p3473. 22p.

CoRe: Joint Optimization with Contrastive Learning for Medical Image Registration.

Authors: Kats, Eytan Grossbroehmer, Christoph Al-Haj Hemidi, Ziad et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 11, p3425. 14p.