233 citations · 1.1k across the 115 of their papers we have counts for
12 papers · 1 filter
ABC: A Big CAD Model Dataset For Geometric Deep Learning
Sebastian Koch, Albert Matveev, Zhongshi Jiang +6
We introduce ABC-Dataset, a collection of one million Computer-Aided Design (CAD) models for research of geometric deep learning methods and applications. Each model is a collectio…
Esports Athletes and Players: a Comparative Study
Nikita Khromov, Alexander Korotin, Andrey Lange +3
We present a comparative study of the players' and professional players' (athletes') performance in Counter Strike: Global Offensive (CS:GO) discipline. Our study is based on ubiqu…
Gaussian Process Classification for Variable Fidelity Data
Nikita Klyuchnikov, Evgeny Burnaev
In this paper we address a classification problem where two sources of labels with different levels of fidelity are available. Our approach is to combine data from both sources by…
Anonymous Walk Embeddings
Sergey Ivanov, Evgeny Burnaev
The task of representing entire graphs has seen a surge of prominent results, mainly due to learning convolutional neural networks (CNNs) on graph-structured data. While CNNs demon…
Data-driven model for the identification of the rock type at a drilling bit
Nikita Klyuchnikov, Alexey Zaytsev, Arseniy Gruzdev +12
Directional oil well drilling requires high precision of the wellbore positioning inside the productive area. However, due to specifics of engineering design, sensors that explicit…
fMRI: preprocessing, classification and pattern recognition
Maxim Sharaev, Alexander Andreev, Alexey Artemov +5
As machine learning continues to gain momentum in the neuroscience community, we witness the emergence of novel applications such as diagnostics, characterization, and treatment ou…