Single-query, Bi-directional, Lazy roadmap planner applied to car-like robots. - Stephen Balakirsky; Denis Dimitrov (ICRA, 2010)

Comparison Queries for Uncertain Graphs. - Denis Dimitrov; Lisa Singh; Janet Mann (DEXA (2), 2013)

A process-centric data mining and visual analytic tool for exploring complex social networks. - Denis Dimitrov; Lisa Singh; Janet Mann (IDEA@KDD, 2013)

Query Operators for Comparing Uncertain Graphs. - Denis Dimitrov; Lisa Singh; Janet Mann (Trans. Large Scale Data Knowl. Centered Syst., 2015)

Digital Peter: New Dataset, Competition and Handwriting Recognition Methods. - Mark Potanin; Denis Dimitrov; Alex Shonenkov; Vladimir Bataev; Denis Karachev; Maxim Novopoltsev; Andrey Chertok (HIP@ICDAR, 2021)

Digital Peter: Dataset, Competition and Handwriting Recognition Methods. - Mark Potanin; Denis Dimitrov; Alex Shonenkov; Vladimir Bataev; Denis Karachev; Maxim Novopoltsev (CoRR, 2021)

StackMix and Blot Augmentations for Handwritten Text Recognition. - Alex Shonenkov; Denis Karachev; Maxim Novopoltsev; Mark Potanin; Denis Dimitrov (CoRR, 2021)

Many Heads but One Brain: an Overview of Fusion Brain Challenge on AI Journey 2021. - Daria Bakshandaeva; Denis Dimitrov; Alex Shonenkov; Mark Potanin; Vladimir Arkhipkin; Denis Karachev; Vera Davydova; Anton Voronov; Mikhail Martynov; Natalia Semenova; Mikhail Stepnov; Elena Tutubalina; et al. (CoRR, 2021)

Emojich - zero-shot emoji generation using Russian language: a technical report. - Alex Shonenkov; Daria Bakshandaeva; Denis Dimitrov; Aleksandr Nikolich (CoRR, 2021)

Handwritten text generation and strikethrough characters augmentation. - Alex Shonenkov; Denis Karachev; Maxim Novopoltsev; Mark Potanin; Denis Dimitrov; Andrey Chertok (CoRR, 2021)

Survey on Efficient Training of Large Neural Networks. - Julia Gusak; Daria Cherniuk; Alena Shilova; Alexandr Katrutsa; Daniel Bershatsky; Xunyi Zhao; Lionel Eyraud-Dubois; Oleh Shliazhko; Denis Dimitrov; Ivan V. Oseledets; Olivier Beaumont (IJCAI, 2022)

GHOST - A New Face Swap Approach for Image and Video Domains. - Alexander Groshev; Anastasia Maltseva; Daniil Chesakov; Andrey Kuznetsov; Denis Dimitrov (IEEE Access, 2022)

A new face swap method for image and video domains: a technical report. - Daniil Chesakov; Anastasia Maltseva; Alexander Groshev; Andrey Kuznetsov; Denis Dimitrov (CoRR, 2022)

Survey on Large Scale Neural Network Training. - Julia Gusak; Daria Cherniuk; Alena Shilova; Alexandr Katrutsa; Daniel Bershatsky; Xunyi Zhao; Lionel Eyraud-Dubois; Oleg Shlyazhko; Denis Dimitrov; Ivan V. Oseledets; Olivier Beaumont (CoRR, 2022)

RuCLIP - new models and experiments: a technical report. - Alex Shonenkov; Andrey Kuznetsov; Denis Dimitrov; Tatiana Shavrina; Daniil Chesakov; Anastasia Maltseva; Alena Fenogenova; Igor Pavlov; Anton A. Emelyanov; Sergey Markov; Daria Bakshandaeva; Vera Shybaeva; et al. (CoRR, 2022)

Eco2AI: carbon emissions tracking of machine learning models as the first step towards sustainable AI. - Semen A. Budennyy; Vladimir D. Lazarev; Nikita Zakharenko; Alexey N. Korovin; Olga Plosskaya; Denis Dimitrov; Vladimir Arkhipkin; Ivan V. Oseledets; Ivan Barsola; Ilya Egorov; Aleksandra Kosterina; Leonid Zhukov (CoRR, 2022)

Kandinsky: An Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion. - Anton Razzhigaev; Arseniy Shakhmatov; Anastasia Maltseva; Vladimir Arkhipkin; Igor Pavlov; Ilya Ryabov; Angelina Kuts; Alexander Panchenko; Andrey Kuznetsov; Denis Dimitrov (EMNLP (Demos), 2023)

Few-bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction. - Georgii Sergeevich Novikov; Daniel Bershatsky; Julia Gusak; Alex Shonenkov; Denis Valerievich Dimitrov; Ivan V. Oseledets (ICML, 2023)

RusTitW: Russian Language Text Dataset for Visual Text in-the-Wild Recognition. - Igor Markov; Sergey Nesteruk; Andrey Kuznetsov; Denis Dimitrov (CoRR, 2023)

FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline. - Vladimir Arkhipkin; Zein Shaheen; Viacheslav Vasilev; Elizaveta Dakhova; Andrey Kuznetsov; Denis Dimitrov (CoRR, 2023)

Kandinsky 3.0 Technical Report. - Vladimir Arkhipkin; Andrei Filatov; Viacheslav Vasilev; Anastasia Maltseva; Said Azizov; Igor Pavlov; Julia Agafonova; Andrey Kuznetsov; Denis Dimitrov (CoRR, 2023)

MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description. - Sergey Nesteruk; Julia Agafonova; Igor Pavlov; Maxim Gerasimov; Nikolay Latyshev; Denis Dimitrov; Andrey Kuznetsov; Artur Kadurin; Pavel Plechov (Comput. Geosci., 2023)

MERA: A Comprehensive LLM Evaluation in Russian. - Alena Fenogenova; Artem Chervyakov; Nikita Martynov; Anastasia Kozlova; Maria Tikhonova; Albina Akhmetgareeva; Anton A. Emelyanov; Denis Shevelev; Pavel Lebedev; Leonid Sinev; Ulyana Isaeva; Katerina Kolomeytseva; et al. (ACL (1), 2024)

Your Transformer is Secretly Linear. - Anton Razzhigaev; Matvey Mikhalchuk; Elizaveta Goncharova; Nikolai Gerasimenko; Ivan V. Oseledets; Denis Dimitrov; Andrey Kuznetsov (ACL (1), 2024)

The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models. - Anton Razzhigaev; Matvey Mikhalchuk; Elizaveta Goncharova; Ivan V. Oseledets; Denis Dimitrov; Andrey Kuznetsov (EACL (Findings), 2024)

MERA: A Comprehensive LLM Evaluation in Russian. - Alena Fenogenova; Artem Chervyakov; Nikita Martynov; Anastasia Kozlova; Maria Tikhonova; Albina Akhmetgareeva; Anton A. Emelyanov; Denis Shevelev; Pavel Lebedev; Leonid Sinev; Ulyana Isaeva; Katerina Kolomeytseva; et al. (CoRR, 2024)

OmniFusion Technical Report. - Elizaveta Goncharova; Anton Razzhigaev; Matvey Mikhalchuk; Maxim Kurkin; Irina Abdullaeva; Matvey Skripkin; Ivan V. Oseledets; Denis Dimitrov; Andrey Kuznetsov (CoRR, 2024)

ESQA: Event Sequences Question Answering. - Irina Abdullaeva; Andrei Filatov; Mikhail Orlov; Ivan Karpukhin; Viacheslav Vasilev; Denis Dimitrov; Andrey Kuznetsov; Ivan Kireev; Andrey V. Savchenko (CoRR, 2024)

Kandinsky 3: Text-to-Image Synthesis for Multifunctional Generative Framework. - Vladimir Arkhipkin; Viacheslav Vasilev; Andrei Filatov; Igor Pavlov; Julia Agafonova; Nikolai Gerasimenko; Anna Averchenkova; Evelina Mironova; Anton Bukashkin; Konstantin Kulikov; Andrey Kuznetsov; Denis Dimitrov (CoRR, 2024)

Unleashing the power of novel conditional generative approaches for new materials discovery. - Lev Novitskiy; Vladimir D. Lazarev; Mikhail Tiutiulnikov; Nikita Vakhrameev; Roman A. Eremin; Innokentiy S. Humonen; Andrey Kuznetsov; Denis Dimitrov; Semen A. Budennyy (CoRR, 2024)

RusCode: Russian Cultural Code Benchmark for Text-to-Image Generation. - Viacheslav Vasilev; Julia Agafonova; Nikolai Gerasimenko; Alexander Kapitanov; Polina Mikhailova; Evelina Mironova; Denis Dimitrov (NAACL (Findings), 2025)

ImproveYourVideos: Architectural Improvements for Text-to-Video Generation Pipeline. - Vladimir Arkhipkin; Zein Shaheen; Viacheslav Vasilev; Elizaveta Dakhova; Konstantin Sobolev; Andrey Kuznetsov; Denis Dimitrov (IEEE Access, 2025)

GHOST 2.0: generative high-fidelity one shot transfer of heads. - Alexander Groshev; Anastasiia Iashchenko; Pavel Paramonov; Denis Dimitrov; Andrey Kuznetsov (CoRR, 2025)

CRAFT: Cultural Russian-Oriented Dataset Adaptation for Focused Text-to-Image Generation. - Viacheslav Vasilev; Vladimir Arkhipkin; Julia Agafonova; Tatiana Nikulina; Evelina Mironova; Alisa Shichanina; Nikolai Gerasimenko; Mikhail Shoytov; Denis Dimitrov (CoRR, 2025)

VIVAT: Virtuous Improving VAE Training through Artifact Mitigation. - Lev Novitskiy; Viacheslav Vasilev; Maria Kovaleva; Vladimir Arkhipkin; Denis Dimitrov (CoRR, 2025)

∇NABLA: Neighborhood Adaptive Block-Level Attention. - Dmitrii Mikhailov; Alexey Letunovskiy; Maria Kovaleva; Vladimir Arkhipkin; Vladimir Korviakov; Vladimir Polovnikov; Viacheslav Vasilev; Evelina Sidorova; Denis Dimitrov (CoRR, 2025)