Selected publications

This list might not always be up to date. For a complete list, please refer to the Google Scholar profile.

* Indicates equal contribution

Conference papers:

• Kirill Tamogashev and Nikolay Malkin. Data-to-Energy Stochastic Dynamics.
  Published at ICLR 2026. [ArXiv] | [Code]

• Oskar Kviman* , Kirill Tamogashev* , Nicola Branchini, Víctor Elvira, Nikolay Malkin. Multimarginal Flow Matching with Adversarially Learnt Interpolants.
  Published at ICLR 2026. [ArXiv] | [Code]

• Nicholas Babaev* , Kirill Tamogashev* , Azat Saginbaev, Ivan Shchekotov, Hanbin Bae, Hosang Sung, WonJun Lee, Hoon-Young Cho, Pavel Andreev* . FINALLY: Fast and Universal Speech Enhancement with Studio-Like Quality.
  Published at NeurIPS 2024. [ArXiv] | [Page]

Preprints:

• Arran Carter* , Sanghyeok Choi* , Kirill Tamogashev* , Víctor Elvira, Nikolay Malkin. Discrete diffusion samplers and bridges: Off-policy algorithms and applications in latent spaces.
  Preprint, submitted to ICML 2026. [ArXiv] | [Code]

• Timofei Gritsaev, Nikita Morozov, Kirill Tamogashev, Daniil Tiapkin, Sergey Samsonov, Alexey Naumov, Dmitry Vetrov, Nikolay Malkin. Adaptive Destruction Processes for Diffusion Samplers.
  Preprint, submitted to ICML 2026. [ArXiv]