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Domain Adaptation for Visual Understanding, Richa Singh; Mayank Vatsa; Vishal M Patel; Nalini



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Цена: 13974р.
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Автор: Richa Singh; Mayank Vatsa; Vishal M Patel; Nalini   (Рича Сингх)
Название:  Domain Adaptation for Visual Understanding
Перевод названия: Рича Сингх: Адаптация домена для визуального понимания
ISBN: 9783030306700
Издательство: Springer
Классификация:
ISBN-10: 3030306704
Обложка/Формат: Hardcover
Страницы: 144
Вес: 0.407 кг.
Дата издания: 09.01.2020
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 56 illustrations, color; 3 illustrations, black and white; viii, 144 p. 59 illus., 56 illus. in color.
Размер: 234 x 156 x 11
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This unique volume reviews the latest advances in domain adaptation in the training of machine learning algorithms for visual understanding, offering valuable insights from an international selection of experts in the field.



Understanding Machine Learning

Автор: Shalev-Shwartz
Название: Understanding Machine Learning
ISBN: 1107057132 ISBN-13(EAN): 9781107057135
Издательство: Cambridge Academ
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Цена: 10769 р.
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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.

Domain Adaptation for Visual Recognition

Автор: Gopalan Raghuraman, Li Ruonan, Patel Vishal M.
Название: Domain Adaptation for Visual Recognition
ISBN: 1680830309 ISBN-13(EAN): 9781680830309
Издательство: Неизвестно
Цена: 11756 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.

Domain Adaptation Theory

Автор: Levgen, Redko
Название: Domain Adaptation Theory
ISBN: 178548236X ISBN-13(EAN): 9781785482366
Издательство: Elsevier Science
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Цена: 14345 р.
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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
  • Provides tips for future research
Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data

Автор: Qian Wang; Fausto Milletari; Hien V. Nguyen; Shadi
Название: Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data
ISBN: 3030333906 ISBN-13(EAN): 9783030333904
Издательство: Springer
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Цена: 8104 р.
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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.

Understanding cryptography

Автор: Paar
Название: Understanding cryptography
ISBN: 3642041000 ISBN-13(EAN): 9783642041006
Издательство: Springer
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Цена: 4884 р.
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Описание: After an introduction to cryptography and data security, the authors of this book explain the main techniques in modern cryptography. The book is uniquely designed for students of engineering and applied computer science, and engineering practitioners.

Human Motion - Understanding, Modeling, Capture and Animation

Автор: Ahmed Elgammal; Bodo Rosenhahn; Reinhard Klette
Название: Human Motion - Understanding, Modeling, Capture and Animation
ISBN: 3540757023 ISBN-13(EAN): 9783540757023
Издательство: Springer
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Цена: 9781 р.
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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.

Understanding Intrusion Detection through Visualization

Автор: Stefan Axelsson; David Sands
Название: Understanding Intrusion Detection through Visualization
ISBN: 1441939067 ISBN-13(EAN): 9781441939067
Издательство: Springer
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Цена: 18167 р.
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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.

Understanding Politeness

Автор: K?d?r
Название: Understanding Politeness
ISBN: 1107031680 ISBN-13(EAN): 9781107031685
Издательство: Cambridge Academ
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Цена: 15048 р.
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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.

An Introduction to Interaction: Understanding Talk in Formal and Informal Settings

Автор: Angela Cora Garcia
Название: An Introduction to Interaction: Understanding Talk in Formal and Informal Settings
ISBN: 1441127682 ISBN-13(EAN): 9781441127686
Издательство: Bloomsbury Academic
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Цена: 26928 р.
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Описание:

This textbook provides an in-depth introduction to the theoretical perspectives and methods of doing conversation analysis, an approach to the study of talk in interaction which grew out of the work of Garfinkel, Sacks, Schegloff, and Jefferson. This book is unique in that it provides comprehensive instruction in both interaction in ordinary conversations in everyday life as well as talk in institutional settings and a wide range of workplace and business interactions, while teaching both major research findings and how to conduct conversation analytic research.

The book is designed to be useful for students of linguistics, sociology, and communication studies, and is written in clear and accessible prose. The Companion Website provides additional resources for instructors, such as questions and data excerpts for tests and in class exercises, audio and video clips for transcription practice, and guides for instructors on a range of topics covered in the course.

Linguistic Conflict and Language Laws: Understanding the Quebec Question

Автор: Larrivee P.
Название: Linguistic Conflict and Language Laws: Understanding the Quebec Question
ISBN: 0333968999 ISBN-13(EAN): 9780333968994
Издательство: Springer
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Цена: 15372 р.
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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.


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