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Large Vision Language Models Pre Training (10 results)
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Large Vision-Language Models : Pre-Training, Prompting and Applications
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
£ 163.01
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Condition: As New. Unread book in perfect condition.
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Large Vision-Language Models : Pre-Training, Prompting and Applications
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
£ 188.18
£ 15 shipping
Ships from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: As New. Unread book in perfect condition.
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - The rapid progress in the field of large multimodal foundation models, especially vision-language models, has dramatically transformed the landscape of machine learning, computer vision, and natural language processing. These powerful models, trained on vast amounts of multimodal data mixed with images and text, have demonstrated remarkable capabilities in tasks ranging from image classification and object detection to visual content generation and question answering. This book provides a comprehensive and up-to-date exploration of large vision-language models, covering the key aspects of their pre-training, prompting techniques, and diverse real-world computer vision applications. It is an essential resource for researchers, practitioners, and students in the fields of computer vision, natural language processing, and artificial intelligence.Large Vision-Language Models begins by exploring the fundamentals of large vision-language models, covering architectural designs, training techniques, and dataset construction methods. It then examines prompting strategies and other adaptation methods, demonstrating how these models can be effectively fine-tuned to address a wide range of downstream tasks. The final section focuses on the application of vision-language models across various domains, including open-vocabulary object detection, 3D point cloud processing, and text-driven visual content generation and manipulation.Beyond the technical foundations, the book explores the wide-ranging applications of vision-language models (VLMs), from enhancing image recognition systems to enabling sophisticated visual content generation and facilitating more natural human-machine interactions. It also addresses key challenges in the field, such as feature alignment, scalability, data requirements, and evaluation metrics. By providing a comprehensive roadmap for both newcomers and experts, this book serves as a valuable resource for understanding the current landscape, limitations, and future directions of VLMs, ultimately contributing to the advancement of artificial intelligence.
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Large Vision-Language Models: Pre-Training, Prompting and Applications
Language: English
Published by Springer-Nature New York Inc, 2025
ISBN 10: 3031949684 ISBN 13: 9783031949685
Hardcover. Condition: Brand New. 420 pages. 9.25x6.10x9.21 inches. In Stock.
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hardcover. Condition: VeryGood. A copy that may have been read, very minimal wear and tear. May have a remainder mark.
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Condition: New. Print on Demand.
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Condition: New. PRINT ON DEMAND.
