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Juan-Manuel Pérez-Rúa

2 accepted papers

2023

Where Is My Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization

CVPR 2023poster

This paper deals with the problem of localizing objects in image and video datasets from visual exemplars. In particular, we focus on the challenging problem of egocentric visual query localization. We first identify grave implicit biases in current query-conditioned model design and visual query da…

2021

Boundary-Sensitive Pre-Training for Temporal Localization in Videos

ICCV 2021poster

Many video analysis tasks require temporal localization for the detection of content changes. However, most existing models developed for these tasks are pre-trained on general video action classification tasks. This is due to large scale annotation of temporal boundaries in untrimmed videos being e…

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