28 citations · 47 across the 8 of their papers we have counts for
3 papers · 1 filter
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning
Julien Denize, Jaonary Rabarisoa, Astrid Orcesi +1
Contrastive representation learning has proven to be an effective self-supervised learning method for images and videos. Most successful approaches are based on Noise Contrastive E…
Self-Supervised Pre-training of Vision Transformers for Dense Prediction Tasks
Jaonary Rabarisoa, Valentin Belissen, Florian Chabot +1
We present a new self-supervised pre-training of Vision Transformers for dense prediction tasks. It is based on a contrastive loss across views that compares pixel-level representa…
End-to-end Person Search Sequentially Trained on Aggregated Dataset
Angelique Loesch, Jaonary Rabarisoa, Romaric Audigier
In video surveillance applications, person search is a challenging task consisting in detecting people and extracting features from their silhouette for re-identification (re-ID) p…