Masked Autoencoders for Egocentric Video Understanding @ Ego4D Challenge 2022

November 18, 2022 · Declared Dead · 🏛 arXiv.org

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Authors Jiachen Lei, Shuang Ma, Zhongjie Ba, Sai Vemprala, Ashish Kapoor, Kui Ren arXiv ID 2211.15286 Category cs.CV: Computer Vision Citations 2 Venue arXiv.org Last Checked 1 month ago
Abstract
In this report, we present our approach and empirical results of applying masked autoencoders in two egocentric video understanding tasks, namely, Object State Change Classification and PNR Temporal Localization, of Ego4D Challenge 2022. As team TheSSVL, we ranked 2nd place in both tasks. Our code will be made available.
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