Concepedia

Ivan Rubachev

IR

4

Publications

264

Citations

4

H-Index

2021

Active since

Affiliations

Skolkovo Institute of Science and Technology(Current)

Ivan Rubachev is an author at Skolkovo Institute of Science and Technology specializing in computer science, deep learning, and engineering.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningComputer VisionMachine VisionPattern RecognitionComputer EngineeringManagement

Publications per year

2021–2022

4

Publications

4

Revisiting Deep Learning Models for Tabular Data

Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov et al. · arXiv (Cornell University) · 2021 · 115 citations · Full text

Convolutional Neural Network, Machine Vision, Machine Learning +14

TabDDPM: Modelling Tabular Data with Diffusion Models

Akim Kotelnikov, Dmitry Baranchuk, Ivan Rubachev et al. · arXiv (Cornell University) · 2022 · 63 citations · Full text

Engineering, Machine Learning, Diffusion Probabilistic Models +20

On Embeddings for Numerical Features in Tabular Deep Learning

Yury Gorishniy, Ivan Rubachev, Artem Babenko · arXiv (Cornell University) · 2022 · 58 citations · Full text

Engineering, Machine Learning, Data Science +14

Label-Efficient Semantic Segmentation with Diffusion Models

Dmitry Baranchuk, Ivan Rubachev, Andrey Voynov et al. · arXiv (Cornell University) · 2021 · 28 citations · Full text

Engineering, Machine Learning, Diffusion Probabilistic Models +21

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