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Multimodal Large Models
Liang Lin, Yang Liu (Gebundene Ausgabe, Englisch)
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Beschreibung
This book focuses on the new paradigm of artificial intelligence and systematically introduces the key technologies, foundational models, and typical applications of multimodal large models. To make the technical content more accessible for lower-year undergraduate students and newcomers to the AI field, the book presents each key technical point in an easy-to-understand manner and provides… numerous intuitive examples. It deeply analyses the structure and technology of several classic multimodal large models. The aim is to offer readers a clear guide to the technical methods, open-source platforms, and application scenarios of multimodal large models, as well as to provide insights into achieving general artificial intelligence, including cutting-edge technologies such as causal reasoning, world models, embodied intelligence, and multi-agent systems. The book aspires to provide a clear perspective for both academia and industry, helping AI researchers gain a more comprehensive understanding of multimodal large model technologies and the development directions of the next generation of artificial intelligence.
The book is divided into five chapters. Chapter 1 explores the most representative large model structures in depth. Chapter 2 provides a thorough analysis of the core technologies of multimodal large models. Chapter 3 introduces several representative multimodal large models. Chapter 4 delves into three typical applications: visual question answering, AI-generated content (AIGC), and embodied intelligence. Chapter 5 discusses feasible approaches to achieving general artificial intelligence.
This book is suitable not only as a textbook for senior undergraduate and graduate students in relevant university programs but also as an essential reference for IT professionals. The Chinese version of this book has been selected for the undergraduate textbook series at Sun Yat-sen University.
The translation was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content. Dieses Produkt haben wir gerade leider nicht auf Lager.
Handgeprüfte Gebrauchtware
Bis zu 50 % günstiger als neu
Der Umwelt zuliebe
Technische Daten
Erscheinungsdatum
11.02.2026
Sprache
Englisch
EAN
9789819549283
Herausgeber
Springer Singapore
Sonderedition
Nein
Autor
Liang Lin, Yang Liu
Seitenanzahl
381
Einbandart
Gebundene Ausgabe
Buch Untertitel
A New Paradigm of Artificial Intelligence
Schlagwörter
Large Language Model, Multimodal Large Model, Artifical General Intelligence, World Model, Visual Question Answering, AIGC, Causal Inference, Embodied Intelligence, Agents, Robotics
Thema-Inhalt
UYQ - Künstliche Intelligenz
UYQV - Maschinelles Sehen, Bildverstehen
UYT - Bildverarbeitung
UYQL - Natürliche Sprachen und maschinelle Übersetzung
TJFM1 - Robotik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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