11 citations · 27 across the 6 of their papers we have counts for
3 papers · 1 filter
Quality and Cost Trade-offs in Passage Re-ranking Task
Pavel Podberezko, Vsevolod Mitskevich, Raman Makouski +4
Deep learning models named transformers achieved state-of-the-art results in a vast majority of NLP tasks at the cost of increased computational complexity and high memory consumpt…
Ariadne: PyTorch Library for Particle Track Reconstruction Using Deep Learning
Pavel Goncharov, Egor Schavelev, Anastasia Nikolskaya +1
Particle tracking is a fundamental part of the event analysis in high energy and nuclear physics. Events multiplicity increases each year along with the drastic growth of the exper…
One-Shot Learning with Triplet Loss for Vegetation Classification Tasks
Alexander Uzhinskiy, Gennady Ososkov, Pavel Goncharov +2
Triplet loss function is one of the options that can significantly improve the accuracy of the One-shot Learning tasks. Starting from 2015, many projects use Siamese networks and t…