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 | 70 | 2022 |
Statistical estimation of the Shannon entropy A Bulinski, D Dimitrov Acta Mathematica Sinica, English Series 35, 17-46, 2019 | 31 | 2019 |
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 Proceedings of the 6th International Workshop on Historical Document Imaging …, 2021 | 24 | 2021 |
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 | 20 | 2023 |
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 | 20 | 2022 |
Statistical estimation of the Kullback–Leibler divergence A Bulinski, D Dimitrov Mathematics 9 (5), 544, 2021 | 14 | 2021 |
StackMix and Blot augmentations for handwritten text recognition A Shonenkov, D Karachev, M Novopoltsev, M Potanin, D Dimitrov arXiv preprint arXiv:2108.11667, 2021 | 10 | 2021 |
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 | 8 | 2023 |
Survey on Efficient Training of Large Neural Networks. J Gusak, D Cherniuk, A Shilova, A Katrutsa, D Bershatsky, X Zhao, ... IJCAI, 5494-5501, 2022 | 8 | 2022 |
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 | 7 | 2023 |
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 | 7 | 2022 |
RuCLIP--new models and experiments: a technical report A Shonenkov, A Kuznetsov, D Dimitrov, T Shavrina, D Chesakov, ... arXiv preprint arXiv:2202.10784, 2022 | 4 | 2022 |
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 | 4 | 2022 |
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 | 4 | 2021 |
Kandinsky 3.0 technical report V Arkhipkin, A Filatov, V Vasilev, A Maltseva, S Azizov, I Pavlov, ... arXiv preprint arXiv:2312.03511, 2023 | 3 | 2023 |
Handwritten text generation and strikethrough characters augmentation AV Shonenkov, DK Karachev, MY Novopoltsev, MS Potanin, DV Dimitrov, ... Компьютерная оптика 46 (3), 455-464, 2022 | 3 | 2022 |
Omnifusion technical report E Goncharova, A Razzhigaev, M Mikhalchuk, M Kurkin, I Abdullaeva, ... arXiv preprint arXiv:2404.06212, 2024 | 2 | 2024 |
Mera: A comprehensive llm evaluation in russian A Fenogenova, A Chervyakov, N Martynov, A Kozlova, M Tikhonova, ... arXiv preprint arXiv:2401.04531, 2024 | 2 | 2024 |
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 | 2 | 2022 |
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 | 1 | 2023 |