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Ivan Rubachev

  1. Revisiting Deep Learning Models for Tabular Data
    2021/06/22 by Yury Gorishniy, Ivan Rubachev, Gorishniy, Yury +5 · 97 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  2. Label-Efficient Semantic Segmentation with Diffusion Models
    2021/12/06 by Dmitry Baranchuk, Ivan Rubachev, Baranchuk, Dmitry +7 · 29 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques #Domain Adaptation and Few-Shot Learning
  3. TabR: Tabular Deep Learning Meets Nearest Neighbors in 2023
    2023/07/26 by Yury Gorishniy, Gorishniy, Yury, Ivan Rubachev +9 · 13 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification