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2020 – today
- 2024
[c10]Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova, Nikolai Gerasimenko, Ivan V. Oseledets, Denis Dimitrov, Andrey Kuznetsov:
Your Transformer is Secretly Linear. ACL (1) 2024: 5376-5384- [c9]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, Anastasia Minaeva, Denis Dimitrov, Alexander Panchenko, Sergey Markov:
MERA: A Comprehensive LLM Evaluation in Russian. ACL (1) 2024: 9920-9948 - [c8]Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova, Ivan V. Oseledets, Denis Dimitrov, Andrey Kuznetsov:
The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models. EACL (Findings) 2024: 868-874 - [i19]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:
MERA: A Comprehensive LLM Evaluation in Russian. CoRR abs/2401.04531 (2024) - [i18]Elizaveta Goncharova, Anton Razzhigaev, Matvey Mikhalchuk, Maxim Kurkin, Irina Abdullaeva, Matvey Skripkin, Ivan V. Oseledets, Denis Dimitrov, Andrey Kuznetsov:
OmniFusion Technical Report. CoRR abs/2404.06212 (2024) - [i17]Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova, Nikolai Gerasimenko, Ivan V. Oseledets, Denis Dimitrov, Andrey Kuznetsov:
Your Transformer is Secretly Linear. CoRR abs/2405.12250 (2024) - [i16]Irina Abdullaeva, Andrei Filatov, Mikhail Orlov, Ivan Karpukhin, Viacheslav Vasilev, Denis Dimitrov, Andrey Kuznetsov, Ivan Kireev, Andrey V. Savchenko:
ESQA: Event Sequences Question Answering. CoRR abs/2407.12833 (2024) - 2023
- [j3]Sergey Nesteruk, Julia Agafonova, Igor Pavlov, Maxim Gerasimov, Nikolay Latyshev, Denis Dimitrov, Andrey Kuznetsov, Artur Kadurin, Pavel Plechov:
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description. Comput. Geosci. 178: 105414 (2023) - [c7]Anton Razzhigaev, Arseniy Shakhmatov, Anastasia Maltseva, Vladimir Arkhipkin, Igor Pavlov, Ilya Ryabov, Angelina Kuts, Alexander Panchenko, Andrey Kuznetsov, Denis Dimitrov:
Kandinsky: An Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion. EMNLP (Demos) 2023: 286-295 - [c6]Georgii Sergeevich Novikov, Daniel Bershatsky, Julia Gusak, Alex Shonenkov, Denis Valerievich Dimitrov, Ivan V. Oseledets:
Few-bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction. ICML 2023: 26363-26381 - [i15]Igor Markov, Sergey Nesteruk, Andrey Kuznetsov, Denis Dimitrov:
RusTitW: Russian Language Text Dataset for Visual Text in-the-Wild Recognition. CoRR abs/2303.16531 (2023) - [i14]Anton Razzhigaev, Arseniy Shakhmatov, Anastasia Maltseva, Vladimir Arkhipkin, Igor Pavlov, Ilya Ryabov, Angelina Kuts, Alexander Panchenko, Andrey Kuznetsov, Denis Dimitrov:
Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion. CoRR abs/2310.03502 (2023) - [i13]Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova, Ivan V. Oseledets, Denis Dimitrov, Andrey Kuznetsov:
The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models. CoRR abs/2311.05928 (2023) - [i12]Vladimir Arkhipkin, Zein Shaheen, Viacheslav Vasilev, Elizaveta Dakhova, Andrey Kuznetsov, Denis Dimitrov:
FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline. CoRR abs/2311.13073 (2023) - [i11]Vladimir Arkhipkin, Andrei Filatov, Viacheslav Vasilev, Anastasia Maltseva, Said Azizov, Igor Pavlov, Julia Agafonova, Andrey Kuznetsov, Denis Dimitrov:
Kandinsky 3.0 Technical Report. CoRR abs/2312.03511 (2023) - 2022
- [j2]Alexander Groshev, Anastasia Maltseva, Daniil Chesakov, Andrey Kuznetsov, Denis Dimitrov:
GHOST - A New Face Swap Approach for Image and Video Domains. IEEE Access 10: 83452-83462 (2022) - [c5]Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleh Shliazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont:
Survey on Efficient Training of Large Neural Networks. IJCAI 2022: 5494-5501 - [i10]Georgii S. Novikov, Daniel Bershatsky, Julia Gusak, Alex Shonenkov, Denis Dimitrov, Ivan V. Oseledets:
Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction. CoRR abs/2202.00441 (2022) - [i9]Daniil Chesakov, Anastasia Maltseva, Alexander Groshev, Andrey Kuznetsov, Denis Dimitrov:
A new face swap method for image and video domains: a technical report. CoRR abs/2202.03046 (2022) - [i8]Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleg Shlyazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont:
Survey on Large Scale Neural Network Training. CoRR abs/2202.10435 (2022) - [i7]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:
RuCLIP - new models and experiments: a technical report. CoRR abs/2202.10784 (2022) - [i6]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:
Eco2AI: carbon emissions tracking of machine learning models as the first step towards sustainable AI. CoRR abs/2208.00406 (2022) - 2021
- [c4]Mark Potanin, Denis Dimitrov, Alex Shonenkov, Vladimir Bataev, Denis Karachev, Maxim Novopoltsev, Andrey Chertok:
Digital Peter: New Dataset, Competition and Handwriting Recognition Methods. HIP@ICDAR 2021: 43-48 - [i5]Mark Potanin, Denis Dimitrov, Alex Shonenkov, Vladimir Bataev, Denis Karachev, Maxim Novopoltsev:
Digital Peter: Dataset, Competition and Handwriting Recognition Methods. CoRR abs/2103.09354 (2021) - [i4]Alex Shonenkov, Denis Karachev, Maxim Novopoltsev, Mark Potanin, Denis Dimitrov:
StackMix and Blot Augmentations for Handwritten Text Recognition. CoRR abs/2108.11667 (2021) - [i3]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:
Many Heads but One Brain: an Overview of Fusion Brain Challenge on AI Journey 2021. CoRR abs/2111.10974 (2021) - [i2]Alex Shonenkov, Daria Bakshandaeva, Denis Dimitrov, Aleksandr Nikolich:
Emojich - zero-shot emoji generation using Russian language: a technical report. CoRR abs/2112.02448 (2021) - [i1]Alex Shonenkov, Denis Karachev, Maxim Novopoltsev, Mark Potanin, Denis Dimitrov, Andrey Chertok:
Handwritten text generation and strikethrough characters augmentation. CoRR abs/2112.07395 (2021)
2010 – 2019
- 2015
- [j1]Denis Dimitrov, Lisa Singh, Janet Mann:
Query Operators for Comparing Uncertain Graphs. Trans. Large Scale Data Knowl. Centered Syst. 18: 115-152 (2015) - 2013
- [c3]Denis Dimitrov, Lisa Singh, Janet Mann:
Comparison Queries for Uncertain Graphs. DEXA (2) 2013: 124-140 - [c2]Denis Dimitrov, Lisa Singh, Janet Mann:
A process-centric data mining and visual analytic tool for exploring complex social networks. IDEA@KDD 2013: 45-53 - 2010
- [c1]Stephen Balakirsky, Denis Dimitrov:
Single-query, Bi-directional, Lazy roadmap planner applied to car-like robots. ICRA 2010: 5015-5020
Coauthor Index
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last updated on 2024-10-07 22:06 CEST by the dblp team
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