About us
Advanced Data Analytics in Science and Engineering (ADASE) is a CDISE research group focused on the development of machine learning methods with industrial applications based at the Skolkovo Institute of Science and Technology. The group is led by Associate Professor Evgeny Burnaev and consists of academic experts, doctoral students and developers.
News
Research Fair in ADASE
Two papers accepted to ECCV 2020!
Deep Learning for Geometric Computing workshop
Geometry Processing Dataset Award
Machine learning summer school 2019
Paper accepted to ICCV 2019!
Deep Learning for Geometric Computing workshop
Geometry Processing Dataset Award
Research highlights
Our core areas of expertise include state-of-the-art industrial analytics, machine learning for neuroimaging data with real-world medical applications, and deep learning for 3D geometry processing and understanding.
Deep Learning for Predictive analytics
We develop (deep) machine learning models for predictive analysis of complex engineering systems.
Our predictive analytics projects
Deep Learning for Neuroimaging data
A group working on applied biomedical problems focused on large-scale multimodal neuroimaging data analysis.
Our research
Deep Learning for 3D Data Analysis
We develop deep network architectures that operate on 3D geometric data such as meshes and point clouds, and apply them to solve relevant tasks in computer vision and geometry processing.
Our geometry processing projects
ABC: A Big CAD Model Dataset For Geometric Deep Learning
Geometric Attention for Prediction of Differential Properties in 3D Point Clouds
Making DensePose Fast and Light
Latent Video Transformer
Latent-Space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds
Learning to Approximate Directional Fields Defined over 2D Planes
Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks
Boundary Loss for Remote Sensing Imagery Semantic Segmentation
Monocular 3D Object Detection via Geometric Reasoning on Keypoints
Industry
We collaborate tightly with our industry partners to develop novel solutions powered by Machine Learning for many sectors.
Our research
Contact
E-mail: adase[at]skoltech.ru
Do not hesitate to drop by:
Skolkovo Institute of Science and Technology, 3 Nobel Street, Skolkovo, 143026, Russian Federation
For directions on how to reach us, please see here