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 | 59 | 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 Proceedings of the 6th International Workshop on Historical Document Imaging …, 2021 | 22 | 2021 |
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 | 18 | 2022 |
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 | 14 | 2023 |
Statistical estimation of the Kullback–Leibler divergence A Bulinski, D Dimitrov Mathematics 9 (5), 544, 2021 | 12 | 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 | 9 | 2021 |
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 | 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 |
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 | 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 |
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 |
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 | 3 | 2021 |
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 |
MERA: A Comprehensive LLM Evaluation in Russian A Fenogenova, A Chervyakov, N Martynov, A Kozlova, M Tikhonova, ... arXiv preprint arXiv:2401.04531, 2024 | 1 | 2024 |
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 |
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 | 1 | 2023 |