| 期刊全称 | A Unifying Framework for Formal Theories of Novelty | | 期刊简称 | Discussions, Guideli | | 影响因子2023 | Terrance Boult,Walter Scheirer | | 视频video | | | 发行地址 | Addresses novelty to enhance building both vision-systems and planning-based systems.Establishes formal definitions of novelty subtypes that will help produce a consistent lexicon for researchers.Incl | | 学科分类 | Synthesis Lectures on Computer Vision | | 图书封面 |  | | 影响因子 | This book presents the first unified formalization for defining novelty across the span of machine learning, symbolic-reasoning, and control and planning-based systems. Dealing with novelty, things not previously seen by a system, is a critical issue for building vision-systems and general intelligent systems. The book presents examples of using this framework to define and evaluate in multiple domains including image recognition image-based open world learning, hand-writing and author analysis, CartPole Control, Image Captioning, and Monopoly. Chapters are written by well-known contributors to this new and emerging field. In addition, examples are provided from multiple areas, such as machine-learning based control problems, symbolic reasoning, and multi-player games. . . . | | Pindex | Book 2024 |
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发表于 2025-3-21 18:40:24
