Preprint2021
Meta-learning in natural and artificial intelligence
Unknown
This paper surveys meta-learning across natural and artificial intelligence, highlighting recent developments in neuroscience and machine learning.
0Jan 1, 2021
AI Research
AI & ML Research Papers
A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
All Papers
5 papersPreprint2024
Advances and challenges in meta-learning: A technical review
Unknown
A technical review of meta-learning methods, categorizing them into black-box, optimization-based, and other approaches, and discussing advances and challenges.
0Jan 1, 2024
Preprint2021
Meta-learning in neural networks: A survey
Unknown
A comprehensive survey of meta-learning in neural networks, covering definitions, methods, applications, and successes.
0Jan 1, 2021Neural Networks
PreprintarXiv.org2025
Mixture of experts in large language models
Danyang Zhang, Junhao Song, Ziqian Bi, et al.
A comprehensive review of Mixture-of-Experts (MoE) in large language models, covering architecture, routing, meta-learning, and applications.
22Jul 1, 2025Large Language Models
arXiv
PreprintJournal Of Big Data2019Featured
A survey on Image Data Augmentation for Deep Learning
Connor Shorten, Taghi M. Khoshgoftaar
A comprehensive survey of image data augmentation techniques for deep learning, covering geometric, color, kernel, mixing, erasing, adversarial, GAN, style transfer, and meta-learning methods.
13kJul 6, 2019Computer VisionNeural Networks