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Negative Frames Matter in Egocentric Visual Query 2D Localization


Aug 03, 2022
Mengmeng Xu, Cheng-Yang Fu, Yanghao Li, Bernard Ghanem, Juan-Manuel Perez-Rua, Tao Xiang

* First place winning solution for VQ2D task in CVPR-2022 Ego4D Challenge. Our code is publicly available at https://github.com/facebookresearch/vq2d_cvpr 

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SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021


Oct 06, 2021
Swathikiran Sudhakaran, Adrian Bulat, Juan-Manuel Perez-Rua, Alex Falcon, Sergio Escalera, Oswald Lanz, Brais Martinez, Georgios Tzimiropoulos

* Ranked third in the EPIC-Kitchens-100 Action Recognition Challenge @ CVPR 2021 

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TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification


Jun 21, 2021
Andrés Villa, Juan-Manuel Perez-Rua, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto

* 10 pages including references, 7 figures, and 4 tables 

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Space-time Mixing Attention for Video Transformer


Jun 11, 2021
Adrian Bulat, Juan-Manuel Perez-Rua, Swathikiran Sudhakaran, Brais Martinez, Georgios Tzimiropoulos

* Updated results on SSv2 

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Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization


Mar 30, 2021
Mengmeng Xu, Juan-Manuel Perez-Rua, Xiatian Zhu, Bernard Ghanem, Brais Martinez

* 10 pages, 2 figures 

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Boundary-sensitive Pre-training for Temporal Localization in Videos


Nov 24, 2020
Mengmeng Xu, Juan-Manuel Perez-Rua, Victor Escorcia, Brais Martinez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang

* 11 pages, 4 figures 

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Egocentric Action Recognition by Video Attention and Temporal Context


Jul 03, 2020
Juan-Manuel Perez-Rua, Antoine Toisoul, Brais Martinez, Victor Escorcia, Li Zhang, Xiatian Zhu, Tao Xiang

* EPIC-Kitchens [email protected] 2020 

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Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention


Apr 02, 2020
Juan-Manuel Perez-Rua, Brais Martinez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang


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