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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Anwendungs-Software Video Grounding and Its Generalization
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Video Grounding and Its Generalization
Xin Wang, Xiaohan Lan, Wenwu Zhu (Gebundene Ausgabe, Englisch)
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Beschreibung
This book consists of two parts: Part I Methodologies for Video Grounding and Part II Generalized Video Grounding and Trending Directions. To make this book self-contained and cutting edge, Part I will cover basic and advanced methodologies for Video Grounding, discussing key comparisons with several representative Vision-Language learning tasks including multimodal understanding and generation.… Part II will cover our insights for Generalized Video Grounding and the development of Video Grounding in the era of large foundation models, discussing future directions such as Out-of-Distribution settings which deserve further investigations.
Discussions on Video Grounding will cover both the task of Video Grounding and other Vision-Language Task, as well as their relations. The basics and advances will touch Video Grounding from model to benchmark, from supervised learning to unsupervised pre-training, from single video grounding to video corpus grounding, and from in-distribution setting to out-of-distribution setting. As for Generalized Video Grounding, we discuss cross-modal grounding, event grounding for multi-modal tasks, various distribution shifts in out-of-distribution setting, explainable Video Grounding, and large foundation model for Video Grounding.
We deeply hope this book can benefit interested readers from both academy and industry, covering needs from junior starters in research to senior practitioners in IT companies. Dieses Produkt haben wir gerade leider nicht auf Lager.
Handgeprüfte Gebrauchtware
Bis zu 50 % günstiger als neu
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Technische Daten
Erscheinungsdatum
03.01.2026
Sprache
Englisch
EAN
9783031948367
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Xin Wang, Xiaohan Lan, Wenwu Zhu
Seitenanzahl
209
Einbandart
Gebundene Ausgabe
Buch Untertitel
From I.D. and Task-specific Models to O.O.D. and Large Foundation Models
Schlagwörter
Multimodal Machine learning, Natural Language Processing, Multimedia Computing, Multimedia Intelligence, Vision and Language, Multimodal Deep learning, Computer Vision, Multimodal Visual Understanding, Video Temporal Analysis and Understanding, Temporal Sentence Grounding in Videos, Video Grounding
Thema-Inhalt
UG - Grafische und digitale Media-Anwendungen
UYQV - Maschinelles Sehen, Bildverstehen
UYQL - Natürliche Sprachen und maschinelle Übersetzung
UYQM - Maschinelles Lernen
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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