37 citations · 61 across the 3 of their papers we have counts for
4 papers
SoccerNet 2022 Challenges Results
Silvio Giancola, Anthony Cioppa, Adrien Deliège +91
The SoccerNet 2022 challenges were the second annual video understanding challenges organized by the SoccerNet team. In 2022, the challenges were composed of 6 vision-based tasks:…
Simultaneous Perturbation Method for Multi-Task Weight Optimization in One-Shot Meta-Learning
Andrei Boiarov, Kostiantyn Khabarlak, Igor Yastrebov
Meta-learning methods aim to build learning algorithms capable of quickly adapting to new tasks in low-data regime. One of the most difficult benchmarks of such algorithms is a one…
Simultaneous Perturbation Stochastic Approximation for Few-Shot Learning
Andrei Boiarov, Oleg Granichin, Olga Granichina
Few-shot learning is an important research field of machine learning in which a classifier must be trained in such a way that it can adapt to new classes which are not included in…
Large Scale Landmark Recognition via Deep Metric Learning
Andrei Boiarov, Eduard Tyantov
This paper presents a novel approach for landmark recognition in images that we've successfully deployed at Mail ru. This method enables us to recognize famous places, buildings, m…