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Springer Generative Adversarial Learning: Architectures and Applications: 217 (Intelligent Systems Reference Library, 217)

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£126.98 £96.20 £102.92 £109.63 £116.35 £123.06 £129.78 25 July 2026 04 August 2026 15 August 2026 25 August 2026 05 September 2026
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Description

This book provides a collection of recent research works addressing theoretical issues on improving the learning process and the generalization of GANs as well as state-of-the-art applications of GANs to various domains of real life. Adversarial learning fascinates the attention of machine learning communities across the world in recent years. Generative adversarial networks (GANs), as the main method of adversarial learning, achieve great success and popularity by exploiting a minimax learning concept, in which two networks compete with each other during the learning process. Their key capability is to generate new data and replicate available data distributions, which are needed in many practical applications, particularly in computer vision and signal processing. The book is intended for academics, practitioners, and research students in artificial intelligence looking to stay up to date with the latest advancements on GANs’ theoretical developments and their applications.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
08 February 2022
Listed Since
15 October 2021

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