期刊全稱 | A Unifying Framework for Formal Theories of Novelty | 期刊簡稱 | Discussions, Guideli | 影響因子2023 | Terrance Boult,Walter Scheirer | 視頻video | http://file.papertrans.cn/143/142549/142549.mp4 | 發(fā)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 | 學(xué)科分類 | Synthesis Lectures on Computer Vision | 圖書封面 |  | 影響因子 | 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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