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Transfer Learning: Leveraging Pre-trained Models for Limited Datasets Through Fine-tuning

Year: 2025

Type: article

Abstract: This article explores the effectiveness of transfer learning and fine-tuning techniques in addressing the challenges of training deep learning models with limited computational resources and datasets.It investigates various approaches to leveraging pre-trained models across domains, focusing on natural language processing and Transfer Learning: Leveraging

Source: INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY AND MANAGEMENT INFORMATION SYSTEMS

DOI: 10.34218/ijitmis_16_02_037

Author: Siddhant Sonkar

Institution: University of California, Irvine

Language: English

Topic: Domain Adaptation and Few-Shot Learning

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4408249157

FWCI: 0.427

Cites:

Cited by: 1

Related to: 10