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Who's that Actor? Automatic Labelling of Actors in TV series starting from IMDB Images
Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars
In this work, we aim at automatically labeling actors in a TV series. Rather than relying on transcripts and subtitles, as has been demonstrated in the past, we show how to achieve…
Expert Gate: Lifelong Learning with a Network of Experts
Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars
In this paper we introduce a model of lifelong learning, based on a Network of Experts. New tasks / experts are learned and added to the model sequentially, building on what was le…
Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction
Rahaf Aljundi, Tinne Tuytelaars
End-to-end learning methods have achieved impressive results in many areas of computer vision. At the same time, these methods still suffer from a degradation in performance when t…