Ivan Rubachev

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Diffusion Models

Top Venues

Publications

Yury Gorishniy, Ivan Rubachev, Nikolay Kartashev, Daniil Shlenskii, Akim Kotelnikov, Artem Babenko
TabR: Tabular Deep Learning Meets Nearest Neighbors. ICLR (2024)
Ivan Rubachev, Nikolay Kartashev, Yury Gorishniy, Artem Babenko
TabReD: A Benchmark of Tabular Machine Learning in-the-Wild. CoRR (2024)
Akim Kotelnikov, Dmitry Baranchuk, Ivan Rubachev, Artem Babenko
TabDDPM: Modelling Tabular Data with Diffusion Models. ICML (2023)
Yury Gorishniy, Ivan Rubachev, Nikolay Kartashev, Daniil Shlenskii, Akim Kotelnikov, Artem Babenko
TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning. CoRR (2023)
Ivan Rubachev, Artem Alekberov, Yury Gorishniy, Artem Babenko
Revisiting Pretraining Objectives for Tabular Deep Learning. CoRR (2022)
Dmitry Baranchuk, Andrey Voynov, Ivan Rubachev, Valentin Khrulkov, Artem Babenko
Label-Efficient Semantic Segmentation with Diffusion Models. ICLR (2022)
Yury Gorishniy, Ivan Rubachev, Artem Babenko
On Embeddings for Numerical Features in Tabular Deep Learning. NeurIPS (2022)
Akim Kotelnikov, Dmitry Baranchuk, Ivan Rubachev, Artem Babenko
TabDDPM: Modelling Tabular Data with Diffusion Models. CoRR (2022)
Yury Gorishniy, Ivan Rubachev, Artem Babenko
On Embeddings for Numerical Features in Tabular Deep Learning. CoRR (2022)
Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov, Artem Babenko
Revisiting Deep Learning Models for Tabular Data. CoRR (2021)
Dmitry Baranchuk, Ivan Rubachev, Andrey Voynov, Valentin Khrulkov, Artem Babenko
Label-Efficient Semantic Segmentation with Diffusion Models. CoRR (2021)
Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov, Artem Babenko
Revisiting Deep Learning Models for Tabular Data. NeurIPS (2021)