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Mathematical Principles of Diffusion Models: Data Generation Technology

Mathematical Principles of Diffusion Models: Data Generation Technology

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Mathematical Principles of Diffusion Models: Data Generation Technology

Explore the foundational mathematical principles underpinning cutting-edge diffusion models and advanced data generation technology with this esteemed volume from Iwanami Shoten. This book delves deep into the theoretical framework, algorithms, and applications of diffusion models, offering comprehensive insights for researchers, practitioners, and students in artificial intelligence and machine learning. It provides a rigorous and detailed examination of the mathematical concepts essential for understanding and developing sophisticated data generation techniques. Note: The text is entirely in Japanese. Brand New Japanese Edition.

ISBN 9784000063432 · ISBN-10 400006343X

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