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  • Video Grounding and Its Generalization: From I.D. and Task-specific Models to O.O.D. and Large Foundation Models

    Video Grounding and Its Generalization by Wang, Xin; Lan, Xiaohan; Zhu, Wenwu;

    From I.D. and Task-specific Models to O.O.D. and Large Foundation Models

      • GET 20% OFF

      • The discount is only available for 'Alert of Favourite Topics' newsletter recipients.
      • Publisher's listprice EUR 160.49
      • The price is estimated because at the time of ordering we do not know what conversion rates will apply to HUF / product currency when the book arrives. In case HUF is weaker, the price increases slightly, in case HUF is stronger, the price goes lower slightly.

        66 563 Ft (63 393 Ft + 5% VAT)
      • Discount 20% (cc. 13 313 Ft off)
      • Discounted price 53 250 Ft (50 714 Ft + 5% VAT)
      • Discount is valid until: 31 December 2025

    66 563 Ft

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    Not yet published.

    Why don't you give exact delivery time?

    Delivery time is estimated on our previous experiences. We give estimations only, because we order from outside Hungary, and the delivery time mainly depends on how quickly the publisher supplies the book. Faster or slower deliveries both happen, but we do our best to supply as quickly as possible.

    Long description:

    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.

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    Table of Contents:

    Preface.- Introduction.- Traditional Temporal Sentence Grounding in Videos.- Generalized Video Grounding.- Future Research Directions.- References.

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