February 15, 2026 article Enhancing surface defect detection in industrial products through few-shot learning via meta-learning Engineering Applications of Artificial Intelligence DOI: 10.1016/j.engappai.2026.114096 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 1 References 3 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access A survey of deep meta-learning 2021 Artificial Intelligence Review article Computer Science Domain Adaptation and Few-Shot Learning Open access 377 citations Few-shot and meta-learning methods for image understanding: a survey 2023 International Journal of Multimedia Information Retrieval article Computer Science Domain Adaptation and Few-Shot Learning Open access 45 citations Understanding transfer learning and gradient-based meta-learning techniques 2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent 12 citations 3 results