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Research article

First published 2024-5

A comprehensive review on zero-shot-learning techniques

Konstantinos Lazaros, Dimitris E. Koumadorakis, Aristidis G. Vrahatis [...]

Intelligent Decision Technologies

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Research article

First published 2023-07-02

Boosting generalized zero-shot learning with category-specific filters

Ke Sun, Xiaojie Zhao, He Huang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2021-8-27

Explainable zero-shot learning via attentive graph convolutional network and knowledge graphs

Yuxia Geng, Jiaoyan Chen, Zhiquan Ye [...]

Semantic Web: – Interoperability,Usability,Applicability

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Research article

First published 2025

Temporal spatial semantic fusion network for audio-visual zero-shot learning

Ming Guo, Feng Chen, Chongjun Wang

Intelligent Data Analysis: An International Journal

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Research article

First published 2025

Accelerating Bayesian inference of structural damage detection based on physics-guided CNN and zero-shot transfer learning

Rongrong Hou, Linwang Che, Yuequan Bao

Structural Health Monitoring

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Research article

First published 2025

Large Language Models for Text Classification: From Zero-Shot Learning to Instruction-Tuning

Youngjin Chae, Thomas Davidson

Sociological Methods & Research

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Research article

First published 2025

FD-Zero framework: LLM-based diagnosis framework for zero-shot mechanical time-domain signals

Guangsheng Ran, Xueyi Li, Ming Li [...]

Structural Health Monitoring

Open access

Research article

First published 2026-4

Comparative diagnostic agreement of a supervised machine learning model and a general-purpose,zero-shot,non-domain-adapted large language model for classifying headache disorders using structured questionnaires

Masahito Katsuki, Kieran Moran, Siobhán O’Connor [...]

Cephalalgia

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Research article

First published 2021-03-02

Dual discriminative auto-encoder network for zero shot image recognition

Haoyue Bai, Haofeng Zhang, Qiong Wang

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025

Generalized zero-shot bearing compound fault diagnosis based on reserved gate pre-classifier and physical information semantics

Enzhe Song, Renjie Zhu, Chong Yao [...]

Structural Health Monitoring

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