Domain Adaptation for Visual Understanding, Richa Singh; Mayank Vatsa; Vishal M Patel; Nalini
Автор: Gopalan Raghuraman, Li Ruonan, Patel Vishal M. Название: Domain Adaptation for Visual Recognition ISBN: 1680830309 ISBN-13(EAN): 9781680830309 Издательство: Неизвестно Цена: 10346.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides a comprehensive overview of domain adaptation solutions for visual recognition problems. It discusses three adaptation scenarios namely, (i) unsupervised adaptation; (ii) semi-supervised adaptation and (iii) multi-domain heterogeneous adaptation.
Автор: Shalev-Shwartz Название: Understanding Machine Learning ISBN: 1107057132 ISBN-13(EAN): 9781107057135 Издательство: Cambridge Academ Рейтинг: Цена: 11194.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. This book explains the principles behind the automated learning approach and the considerations underlying its usage. The authors explain the `hows` and `whys` of machine-learning algorithms, making the field accessible to both students and practitioners.
Автор: Levgen, Redko Название: Domain Adaptation Theory ISBN: 178548236X ISBN-13(EAN): 9781785482366 Издательство: Elsevier Science Рейтинг: Цена: 15327.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Domain Adaptation Theory: Available Theoretical Results gives the current state-of-the-art results on transfer learning, with a particular focus on domain adaptation from a theoretical point-of-view. The book begins with a brief overview of the most popular concepts used to provide generalization guarantees, and includes sections on Vapnik-Chervonenkis (VC), Rademacher, PAC-Bayesian, Robustness and Stability based bounds. In addition, the book explains the domain adaptation problem and describes the four major families of theoretical results that exist in the literature, including the Divergence based bounds. Next, PAC-Bayesian bounds are discussed, including the original PAC-Bayesian bounds for domain adaptation and their updated version.
This part of the book is followed by two sections presenting generalization guarantees based on the robustness and stability properties of the learning algorithm.
Gives an overview of current results on transfer learning
Focuses on the adaptation of the field from a theoretical point-of-view
Describes four major families of theoretical results in the literature
Summarizes the main existing results in the field of adaptation of the field
Описание: In a multilingual society, the role of each language is parallel to the importance of the community that speaks it; The Quebec language laws provide a case in point of the relation between social change and language planning.
Описание: This book constitutes the refereed proceedings of the First MICCAI Workshop on Domain Adaptation and Representation Transfer, DART 2019, and the First International Workshop on Medical Image Learning with Less Labels and Imperfect Data, MIL3ID 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.
Автор: Ahmed Elgammal; Bodo Rosenhahn; Reinhard Klette Название: Human Motion - Understanding, Modeling, Capture and Animation ISBN: 3540757023 ISBN-13(EAN): 9783540757023 Издательство: Springer Рейтинг: Цена: 9781.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Constitutes the refereed proceedings of the Second Workshop on Human Motion, HumanMotion 2007, held in Rio de Janeiro, Brazil October 20, 2007 in conjunction with ICCV 2007. This book presents 22 revised full papers that were reviewed and selected from 38 submissions.
Автор: Stefan Axelsson; David Sands Название: Understanding Intrusion Detection through Visualization ISBN: 1441939067 ISBN-13(EAN): 9781441939067 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Computer security - the protection of data and computer systems from intentional, malicious intervention - is attracting increasing attention. This book analyzes the false alarm problem, then applies results from the field of information visualization to the problem of intrusion detection.
Автор: K?d?r Название: Understanding Politeness ISBN: 1107031680 ISBN-13(EAN): 9781107031685 Издательство: Cambridge Academ Рейтинг: Цена: 15682.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This groundbreaking exploration navigates the reader through the fascinating area of politeness. With its reader-friendly style, carefully constructed exercises and useful glossary, Understanding Politeness will be welcomed by both researchers and postgraduate students working on politeness, pragmatics and sociolinguistics.
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