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Denis Dimitrov
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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 - [i20]Alena Fenogenova
MERA: A Comprehensive LLM Evaluation in Russian. CoRR abs/2401.04531 (2024) - [i19]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) - [i18]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) - [i17]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) - [i16]Vladimir Arkhipkin, Viacheslav Vasilev, Andrei Filatov, Igor Pavlov, Julia Agafonova, Nikolai Gerasimenko, Anna Averchenkova, Evelina Mironova, Anton Bukashkin, Konstantin Kulikov, Andrey Kuznetsov, Denis Dimitrov:
Kandinsky 3: Text-to-Image Synthesis for Multifunctional Generative Framework. CoRR abs/2410.21061 (2024) - 2023
- [j3]Sergey Nesteruk
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
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
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
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 2024-12-01 01:06 CET by the dblp team
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