28 citations · 38 across the 6 of their papers we have counts for
4 papers · 1 filter
COMEDIAN: Self-Supervised Learning and Knowledge Distillation for Action Spotting using Transformers
Julien Denize, Mykola Liashuha, Jaonary Rabarisoa +2
We present COMEDIAN, a novel pipeline to initialize spatiotemporal transformers for action spotting, which involves self-supervised learning and knowledge distillation. Action spot…
SoccerNet 2023 Challenges Results
Anthony Cioppa, Silvio Giancola, Vladimir Somers +99
The SoccerNet 2023 challenges were the third annual video understanding challenges organized by the SoccerNet team. For this third edition, the challenges were composed of seven vi…
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…
Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning
Julien Denize, Jaonary Rabarisoa, Astrid Orcesi +2
Contrastive representation learning has proven to be an effective self-supervised learning method. Most successful approaches are based on Noise Contrastive Estimation (NCE) and us…