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04/06/2023
Boundary-Denoising for Video Activity Localization
Video activity localization aims at understanding the semantic content i...
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11/27/2022
Multi-Modal Few-Shot Temporal Action Detection
Few-shot (FS) and zero-shot (ZS) learning are two different approaches f...
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11/18/2022
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization
This paper deals with the problem of localizing objects in image and vid...
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08/03/2022
Negative Frames Matter in Egocentric Visual Query 2D Localization
The recently released Ego4D dataset and benchmark significantly scales a...
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05/14/2022
ETAD: A Unified Framework for Efficient Temporal Action Detection
Untrimmed video understanding such as temporal action detection (TAD) of...
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04/26/2022
Contrastive Language-Action Pre-training for Temporal Localization
Long-form video understanding requires designing approaches that are abl...
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03/03/2022
SegTAD: Precise Temporal Action Detection via Semantic Segmentation
Temporal action detection (TAD) is an important yet challenging task in ...
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10/12/2021
Relation-aware Video Reading Comprehension for Temporal Language Grounding
Temporal language grounding in videos aims to localize the temporal span...
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03/28/2021
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization
Temporal action localization (TAL) is a fundamental yet challenging task...
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11/21/2020
Boundary-sensitive Pre-training for Temporal Localization in Videos
Many video analysis tasks require temporal localization thus detection o...
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11/19/2020
VLG-Net: Video-Language Graph Matching Network for Video Grounding
Grounding language queries in videos aims at identifying the time interv...
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11/26/2019
G-TAD: Sub-Graph Localization for Temporal Action Detection
Temporal action detection is a fundamental yet challenging task in video...
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04/10/2019