Temporal action detection

End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames
Recently, temporal action detection (TAD) has seen significant performance improvement with end-to-end training. However, due to the …
Shuming Liu, Chen-Lin Zhang, Chen Zhao, Bernard Ghanem
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End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames
Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization
Temporal action localization (TAL) requires long-form reasoning to predict actions of various durations and complex content. Given …
Chen Zhao, Shuming Liu, Karttikeya Mangalam, Bernard Ghanem
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Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization
ETAD: Training Action Detection End to End on a Laptop
Untrimmed video understanding such as temporal action detection (TAD) often suffers from the pain of huge demand for computing …
Shuming Liu, Mengmeng Xu, Chen Zhao, Xu Zhao, Bernard Ghanem
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ETAD: Training Action Detection End to End on a Laptop
Owl (observe, watch, listen): Localizing actions in egocentric video via audiovisual temporal context
Temporal action localization (TAL) is an important task extensively explored and improved for third-person videos in recent years. …
Merey Ramazanova, Victor Escorcia, Fabian Caba Heilbron, Chen Zhao, Bernard Ghanem
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Owl (observe, watch, listen): Localizing actions in egocentric video via audiovisual temporal context