Video Grounding and Its Generalization
From I.D. and Task-specific Models to O.O.D. and Large Foundation Models
Springer
ISBN 978-3-031-94836-7
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Hardcover
2025
3 s/w-Abbildungen, 132 Farbabbildungen.
In englischer Sprache
Umfang: x, 292 S.
Format (B x L): 15,5 x 23,5 cm
Verlag: Springer
ISBN: 978-3-031-94836-7
Produktbeschreibung
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.
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