Generalizing from Limited Resources in the Open World: Third International Workshop, Glow 2025, Held in Conjunction With Ijcai 2025, Montreal, Canada, August 16 22, 2025, Proceedings

Ma, Yuqing (Editor)/ Guo, Jinyang (Editor)/ Zhao, Xiaowei (Editor)/ Gong, Ruihao (Editor)/ Liu, Ning (Editor)

ISBN 10: 9819509874 / ISBN 13: 9789819509874

Published by Springer-Nature New York Inc, 2025

About this Item

206 pages. 9.25x6.10x9.21 inches. In Stock.

Seller Inventory # x-9819509874

Bibliographic Details

• Title: Generalizing from Limited Resources in the Open World: Third International Workshop, Glow 2025, Held in Conjunction With Ijcai 2025, Montreal, Canada, August 16 22, 2025, Proceedings
• Publisher: Springer-Nature New York Inc
• Publication Date: 2025
• Language: English
• ISBN 10: 9819509874
• ISBN 13: 9789819509874
• Binding: Paperback
• Condition: Brand New
• Weight: 0.32 kilograms

About this title

Synopsis

This book presents the proceedings from the Third International Workshop on Generalizing from Limited Resources in the Open World (GLOW) 2025 held in conjunction with the International Joint Conference on Artificial Intelligence, IJCAI 2025, in Montreal, Canada, during August 16-22, 2025.

The 12 full papers in this book were carefully reviewed and selected from 27 submissions. These papers focus on the academic exploration of efficient methodologies within the realm of artificial intelligence models. We concentrated on both data-efficient strategies, such as zero/few-shot learning and domain adaptation, as well as model-efficient approaches like model sparsification and compact model design.