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Found 4 papers, 3 papers with code
Harnessing Temporal Causality for Advanced Temporal Action Detection
As a fundamental task in long-form video understanding, temporal action detection (TAD) aims to capture inherent temporal relations in untrimmed videos and identify candidate actions with precise boundaries.
NMS Threshold matters for Ego4D Moment Queries -- 2nd place solution to the Ego4D Moment Queries Challenge 2023
This report describes our submission to the Ego4D Moment Queries Challenge 2023.
A Simple and Efficient Pipeline to Build an End-to-End Spatial-Temporal Action Detector
Some existing methods build one-stage pipelines, But a large performance drop exists with the vanilla one-stage pipeline and extra classification modules are needed to achieve comparable performance.
Salvage of Supervision in Weakly Supervised Object Detection
However, the lack of bounding-box supervision makes its accuracy much lower than fully supervised object detection (FSOD), and currently modern FSOD techniques cannot be applied to WSOD.
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