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04/10/2022
SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition
Learning an egocentric action recognition model from video data is chall...
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02/10/2022
OWL (Observe, Watch, Listen): Localizing Actions in Egocentric Video via Audiovisual Temporal Context
Temporal action localization (TAL) is an important task extensively expl...
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01/23/2022
vCLIMB: A Novel Video Class Incremental Learning Benchmark
Continual learning (CL) is under-explored in the video domain. The few e...
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06/21/2021
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification
Recently, few-shot learning has received increasing interest. Existing e...
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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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07/03/2020
Egocentric Action Recognition by Video Attention and Temporal Context
We present the submission of Samsung AI Centre Cambridge to the CVPR2020...
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04/02/2020
Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention
Attentive video modeling is essential for action recognition in unconstr...
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07/30/2019
Temporal Localization of Moments in Video Collections with Natural Language
In this paper, we introduce the task of retrieving relevant video moment...
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08/11/2018
The ActivityNet Large-Scale Activity Recognition Challenge 2018 Summary
The 3rd annual installment of the ActivityNet Large- Scale Activity Reco...
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07/27/2018
Diagnosing Error in Temporal Action Detectors
Despite the recent progress in video understanding and the continuous ra...
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04/05/2018
Guess Where? Actor-Supervision for Spatiotemporal Action Localization
This paper addresses the problem of spatiotemporal localization of actio...
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10/22/2017