Sosnovik, Ivan
- Neural networks for topology optimization
2017/09/27 by Sosnovik, Ivan, Oseledets, Ivan · 5 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
- Scale-Equivariant Steerable Networks
2019/10/14 by Sosnovik, Ivan, Szmaja, Michał, Smeulders, Arnold · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DISCO: accurate Discrete Scale Convolutions
2021/06/04 by Ivan Sosnovik, Sosnovik, Ivan, Artem Moskalev +3 · 4 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Semi-Conditional Normalizing Flows for Semi-Supervised Learning
2019/05/01 by Andrei Atanov, Alexandra Volokhova, Atanov, Andrei +7 · 7 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
- LieGG: Studying Learned Lie Group Generators
2022/10/09 by Artem Moskalev, Anna Sepliarskaia, Moskalev, Artem +5 · 4 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Morphological variations and asymmetry #Topological and Geometric Data Analysis
- Contrasting quadratic assignments for set-based representation learning
2022/05/31 by Artem Moskalev, Ivan Sosnovik, Moskalev, Artem +5 · 1 citation
Immunology and Microbiology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Immune responses and vaccinations
- Learning to Summarize Videos by Contrasting Clips
2023/01/12 by Sosnovik, Ivan, Moskalev, Artem, Kaandorp, Cees +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences