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Denis Dimitrov
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Eco2ai: carbon emissions tracking of machine learning models as the first step towards sustainable ai
SA Budennyy, VD Lazarev, NN Zakharenko, AN Korovin, OA Plosskaya, ...
Doklady Mathematics 106 (Suppl 1), S118-S128, 2022
552022
Statistical estimation of the Shannon entropy
A Bulinski, D Dimitrov
Acta Mathematica Sinica, English Series 35, 17-46, 2019
312019
Digital Peter: New dataset, competition and handwriting recognition methods
M Potanin, D Dimitrov, A Shonenkov, V Bataev, D Karachev, ...
Proceedings of the 6th International Workshop on Historical Document Imaging …, 2021
212021
GHOST—a new face swap approach for image and video domains
A Groshev, A Maltseva, D Chesakov, A Kuznetsov, D Dimitrov
IEEE Access 10, 83452-83462, 2022
172022
Kandinsky: an improved text-to-image synthesis with image prior and latent diffusion
A Razzhigaev, A Shakhmatov, A Maltseva, V Arkhipkin, I Pavlov, I Ryabov, ...
arXiv preprint arXiv:2310.03502, 2023
122023
Statistical estimation of the Kullback–Leibler divergence
A Bulinski, D Dimitrov
Mathematics 9 (5), 544, 2021
122021
StackMix and Blot augmentations for handwritten text recognition
A Shonenkov, D Karachev, M Novopoltsev, M Potanin, D Dimitrov
arXiv preprint arXiv:2108.11667, 2021
92021
Few-bit backward: Quantized gradients of activation functions for memory footprint reduction
GS Novikov, D Bershatsky, J Gusak, A Shonenkov, DV Dimitrov, ...
International Conference on Machine Learning, 26363-26381, 2023
82023
Survey on Efficient Training of Large Neural Networks.
J Gusak, D Cherniuk, A Shilova, A Katrutsa, D Bershatsky, X Zhao, ...
IJCAI, 5494-5501, 2022
82022
Survey on large scale neural network training
J Gusak, D Cherniuk, A Shilova, A Katrutsa, D Bershatsky, X Zhao, ...
arXiv preprint arXiv:2202.10435, 2022
72022
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description
S Nesteruk, J Agafonova, I Pavlov, M Gerasimov, N Latyshev, D Dimitrov, ...
Computers & Geosciences 178, 105414, 2023
52023
RuCLIP--new models and experiments: a technical report
A Shonenkov, A Kuznetsov, D Dimitrov, T Shavrina, D Chesakov, ...
arXiv preprint arXiv:2202.10784, 2022
42022
A new face swap method for image and video domains: a technical report
D Chesakov, A Maltseva, A Groshev, A Kuznetsov, D Dimitrov
arXiv preprint arXiv:2202.03046, 2022
42022
Kandinsky 3.0 Technical Report
V Arkhipkin, A Filatov, V Vasilev, A Maltseva, S Azizov, I Pavlov, ...
arXiv preprint arXiv:2312.03511, 2023
32023
Handwritten text generation and strikethrough characters augmentation
AV Shonenkov, DK Karachev, MY Novopoltsev, MS Potanin, DV Dimitrov, ...
Компьютерная оптика 46 (3), 455-464, 2022
32022
Emojich--zero-shot emoji generation using Russian language: a technical report
A Shonenkov, D Bakshandaeva, D Dimitrov, A Nikolich
arXiv preprint arXiv:2112.02448, 2021
32021
Pixel-Level BPE for Auto-Regressive Image Generation
A Razzhigaev, A Voronov, A Kaznacheev, A Kuznetsov, D Dimitrov, ...
Proceedings of the First Workshop on Performance and Interpretability …, 2022
22022
MERA: A Comprehensive LLM Evaluation in Russian
A Fenogenova, A Chervyakov, N Martynov, A Kozlova, M Tikhonova, ...
arXiv preprint arXiv:2401.04531, 2024
12024
FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline
V Arkhipkin, Z Shaheen, V Vasilev, E Dakhova, A Kuznetsov, D Dimitrov
arXiv preprint arXiv:2311.13073, 2023
12023
RusTitW: Russian Language Text Dataset for Visual Text in-the-Wild Recognition
I Markov, S Nesteruk, A Kuznetsov, D Dimitrov
arXiv preprint arXiv:2303.16531, 2023
12023
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