Denis Dimitrov

According to our database, Denis Dimitrov authored at least 24 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Daniil Moskovskiy, Elizaveta Goncharova, Nikita Savushkin, Polina Mikhailova, Denis Dimitrov, Alexander Panchenko, Sergey Markov

CoRR, 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

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

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 Vladimirovich Kuznetsov, Artur Kadurin, Pavel Plechov

Comput. Geosci., September, 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

FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline.

Vladimir Arkhipkin, Zein Shaheen, Viacheslav Vasilev, Elizaveta Dakhova, Andrey Kuznetsov, Denis Dimitrov

CoRR, 2023

RusTitW: Russian Language Text Dataset for Visual Text in-the-Wild Recognition.

Igor Markov, Sergey Nesteruk, Andrey Kuznetsov, Denis Dimitrov

CoRR, 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

Proceedings of the International Conference on Machine Learning, 2023

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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

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

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, Andrey Chertok

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

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

GHOST - A New Face Swap Approach for Image and Video Domains.

Alexander Groshev, Anastasia Maltseva, Daniil Chesakov, Andrey Vladimirovich Kuznetsov, Denis Dimitrov

IEEE Access, 2022

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

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Handwritten text generation and strikethrough characters augmentation.

Alex Shonenkov, Denis Karachev, Maxim Novopoltsev, Mark Potanin, Denis Dimitrov, Andrey Chertok

CoRR, 2021

Emojich - zero-shot emoji generation using Russian language: a technical report.

Alex Shonenkov, Daria Bakshandaeva, Denis Dimitrov, Aleksandr Nikolich

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, Andrey Chertok, Aleksandr Petiushko

CoRR, 2021

StackMix and Blot Augmentations for Handwritten Text Recognition.

Alex Shonenkov, Denis Karachev, Maxim Novopoltsev, Mark Potanin, Denis Dimitrov

CoRR, 2021

Digital Peter: Dataset, Competition and Handwriting Recognition Methods.

Mark Potanin, Denis Dimitrov, Alex Shonenkov, Vladimir Bataev, Denis Karachev, Maxim Novopoltsev

CoRR, 2021

Digital Peter: New Dataset, Competition and Handwriting Recognition Methods.

Mark Potanin, Denis Dimitrov, Alex Shonenkov, Vladimir Bataev, Denis Karachev, Maxim Novopoltsev, Andrey Chertok

Proceedings of the HIP@ICDAR 2021: The 6th International Workshop on Historical Document Imaging and Processing, 2021

2015

Query Operators for Comparing Uncertain Graphs.

Denis Dimitrov, Lisa Singh, Janet Mann

Trans. Large Scale Data Knowl. Centered Syst., 2015

2013

A process-centric data mining and visual analytic tool for exploring complex social networks.

Denis Dimitrov, Lisa Singh, Janet Mann

Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013

Comparison Queries for Uncertain Graphs.

Denis Dimitrov, Lisa Singh, Janet Mann

Proceedings of the Database and Expert Systems Applications, 2013

2010

Single-query, Bi-directional, Lazy roadmap planner applied to car-like robots.

Stephen Balakirsky, Denis Dimitrov

Proceedings of the IEEE International Conference on Robotics and Automation, 2010