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Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review

https://doi.org/10.2139/ssrn.3624379
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inferred← citeshttps://doi.org/10.1016/j.artmed.2024.102949openalex-snapshot
A systematic review of few-shot learning in medical imaging
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113968openalex-snapshot
Extracting knowledge from limited data: An updated review of data-driven and model-driven few-shot learning for agriculture
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2021.104697openalex-snapshot
Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2025.110606openalex-snapshot
A transfer-learning TNet for multi-task railroad inspection
inferred← citeshttps://doi.org/10.1016/j.neucom.2024.127317openalex-snapshot
Automated detection and forecasting of COVID-19 using deep learning techniques: A review
inferred← citeshttps://doi.org/10.1016/j.patcog.2023.109937openalex-snapshot
A zero-shot learning boosting framework via concept-constrained clustering
inferred← citeshttps://doi.org/10.1088/1361-6501/ad0613openalex-snapshot
Defect identification method for ultrasonic inspection of pipeline welds based on cross-modal zero-shot learning
inferred← citeshttps://doi.org/10.1109/3dv53792.2021.00107openalex-snapshot
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds
inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.01492openalex-snapshot
Zero-Shot Object Counting
inferred← citeshttps://doi.org/10.1109/re59067.2024.00033openalex-snapshot
Multi-Label Requirements Classification with Large Taxonomies
inferred← citeshttps://doi.org/10.1109/tii.2021.3051952openalex-snapshot
Residual Learning Diagnosis Detection: An Advanced Residual Learning Diagnosis Detection System for COVID-19 in Industrial Internet of Things
inferred← citeshttps://doi.org/10.1109/tits.2021.3127632openalex-snapshot
Semantic-Aligned Attention With Refining Feature Embedding for Few-Shot Image Classification
inferred← citeshttps://doi.org/10.20944/preprints202306.1353.v1openalex-snapshot
Zero Shot Learning Recent Advances in Robotics
inferred← citeshttps://doi.org/10.2139/ssrn.3633354openalex-snapshot
Deep-CAPTCHA: A Deep Learning Based CAPTCHA Solver for Vulnerability Assessment
inferred← citeshttps://doi.org/10.31219/osf.io/qc37mopenalex-snapshot
DeepHAZMAT: Hazardous Materials Sign Detection and Segmentation with Restricted Computational Resources
inferred← citeshttps://doi.org/10.3233/faia230528openalex-snapshot
Unsupervised Zero-Shot Learning for Achieve Cross-Modal Alignment with Counterfactuals
inferred← citeshttps://doi.org/10.3390/app10217514openalex-snapshot
DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic
inferred← citeshttps://doi.org/10.3390/books978-3-0365-5390-0openalex-snapshot
Updates in Management of SARS-CoV-2 Infection
inferred← citeshttps://doi.org/10.3390/jcm11072054openalex-snapshot
Artificial Intelligence for COVID-19 Detection in Medical Imaging—Diagnostic Measures and Wasting—A Systematic Umbrella Review
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