Few-Shot Classification Of Brain Cancer Images Using Meta-Learning Algorithms

Nguyen, Tuyet-Nhi Thi and Fahim, Muhammad and McNiven, Bradley D. E. and Le, Quang Nhat and Le, Nhan Duc (2025) Few-Shot Classification Of Brain Cancer Images Using Meta-Learning Algorithms. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems.

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Abstract

The primary objective of deep learning is to have good performance on a large dataset. However, when the model lacks sufficient data, it becomes a challenge to achieve high accuracy in predicting these unfamiliar classes. In fact, the real-world dataset often introduces new classes, and some types o

Item Type: Article
Date Deposited: 04 Mar 2026 20:21
Last Modified: 10 Apr 2026 17:44
URI: http://eprints.eai.eu/id/eprint/60353

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