@inproceedings{DBLP:conf/cvpr/StarodubcevBFB24,
author = {Nikita Starodubcev and
Dmitry Baranchuk and
Artem Fedorov and
Artem Babenko},
title = {Your Student is Better than Expected: Adaptive Teacher-Student Collaboration
for Text-Conditional Diffusion Models},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2024, Seattle, WA, USA, June 16-22, 2024},
pages = {9275--9285},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CVPR52733.2024.00886},
doi = {10.1109/CVPR52733.2024.00886},
timestamp = {Wed, 02 Oct 2024 09:45:16 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/StarodubcevBFB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14539,
author = {Nikita Starodubcev and
Mikhail Khoroshikh and
Artem Babenko and
Dmitry Baranchuk},
title = {Invertible Consistency Distillation for Text-Guided Image Editing
in Around 7 Steps},
journal = {CoRR},
volume = {abs/2406.14539},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14539},
doi = {10.48550/ARXIV.2406.14539},
eprinttype = {arXiv},
eprint = {2406.14539},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-00492,
author = {Vage Egiazarian and
Denis Kuznedelev and
Anton Voronov and
Ruslan Svirschevski and
Michael Goin and
Daniil Pavlov and
Dan Alistarh and
Dmitry Baranchuk},
title = {Accurate Compression of Text-to-Image Diffusion Models via Vector
Quantization},
journal = {CoRR},
volume = {abs/2409.00492},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.00492},
doi = {10.48550/ARXIV.2409.00492},
eprinttype = {arXiv},
eprint = {2409.00492},
timestamp = {Sat, 05 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-00492.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-17424,
author = {Harsha Vardhan Simhadri and
Martin Aum{\"{u}}ller and
Amir Ingber and
Matthijs Douze and
George Williams and
Magdalen Dobson Manohar and
Dmitry Baranchuk and
Edo Liberty and
Frank Liu and
Benjamin Landrum and
Mazin Karjikar and
Laxman Dhulipala and
Meng Chen and
Yue Chen and
Rui Ma and
Kai Zhang and
Yuzheng Cai and
Jiayang Shi and
Yizhuo Chen and
Weiguo Zheng and
Zihao Wan and
Jie Yin and
Ben Huang},
title = {Results of the Big {ANN:} NeurIPS'23 competition},
journal = {CoRR},
volume = {abs/2409.17424},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.17424},
doi = {10.48550/ARXIV.2409.17424},
eprinttype = {arXiv},
eprint = {2409.17424},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-17424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-02628,
author = {Mikhail Persiianov and
Arip Asadulaev and
Nikita Andreev and
Nikita Starodubcev and
Dmitry Baranchuk and
Anastasis Kratsios and
Evgeny Burnaev and
Alexander Korotin},
title = {Inverse Entropic Optimal Transport Solves Semi-supervised Learning
via Data Likelihood Maximization},
journal = {CoRR},
volume = {abs/2410.02628},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.02628},
doi = {10.48550/ARXIV.2410.02628},
eprinttype = {arXiv},
eprint = {2410.02628},
timestamp = {Thu, 07 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-02628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BorzunovBDRBCSR23,
author = {Alexander Borzunov and
Dmitry Baranchuk and
Tim Dettmers and
Maksim Riabinin and
Younes Belkada and
Artem Chumachenko and
Pavel Samygin and
Colin Raffel},
editor = {Danushka Bollegala and
Ruihong Huang and
Alan Ritter},
title = {Petals: Collaborative Inference and Fine-tuning of Large Models},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics: System Demonstrations, {ACL} 2023, Toronto, Canada, July
10-12, 2023},
pages = {558--568},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-demo.54},
doi = {10.18653/V1/2023.ACL-DEMO.54},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/BorzunovBDRBCSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BaranchukDUY23,
author = {Dmitry Baranchuk and
Matthijs Douze and
Yash Upadhyay and
I. Zeki Yalniz},
title = {DeDrift: Robust Similarity Search under Content Drift},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {10992--11001},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01012},
doi = {10.1109/ICCV51070.2023.01012},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BaranchukDUY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KotelnikovBRB23,
author = {Akim Kotelnikov and
Dmitry Baranchuk and
Ivan Rubachev and
Artem Babenko},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {TabDDPM: Modelling Tabular Data with Diffusion Models},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {17564--17579},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/kotelnikov23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/KotelnikovBRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BorzunovRCBDBSR23,
author = {Alexander Borzunov and
Max Ryabinin and
Artem Chumachenko and
Dmitry Baranchuk and
Tim Dettmers and
Younes Belkada and
Pavel Samygin and
Colin A. Raffel},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Distributed Inference and Fine-tuning of Large Language Models Over
The Internet},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/28bf1419b9a1f908c15f6195f58cb865-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BorzunovRCBDBSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04344,
author = {Nikita Starodubcev and
Dmitry Baranchuk and
Valentin Khrulkov and
Artem Babenko},
title = {Towards Real-time Text-driven Image Manipulation with Unconditional
Diffusion Models},
journal = {CoRR},
volume = {abs/2304.04344},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04344},
doi = {10.48550/ARXIV.2304.04344},
eprinttype = {arXiv},
eprint = {2304.04344},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02752,
author = {Dmitry Baranchuk and
Matthijs Douze and
Yash Upadhyay and
I. Zeki Yalniz},
title = {DeDrift: Robust Similarity Search under Content Drift},
journal = {CoRR},
volume = {abs/2308.02752},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.02752},
doi = {10.48550/ARXIV.2308.02752},
eprinttype = {arXiv},
eprint = {2308.02752},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-02752.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-08361,
author = {Alexander Borzunov and
Max Ryabinin and
Artem Chumachenko and
Dmitry Baranchuk and
Tim Dettmers and
Younes Belkada and
Pavel Samygin and
Colin Raffel},
title = {Distributed Inference and Fine-tuning of Large Language Models Over
The Internet},
journal = {CoRR},
volume = {abs/2312.08361},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.08361},
doi = {10.48550/ARXIV.2312.08361},
eprinttype = {arXiv},
eprint = {2312.08361},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-08361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10835,
author = {Nikita Starodubcev and
Artem Fedorov and
Artem Babenko and
Dmitry Baranchuk},
title = {Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration
for Text-Conditional Diffusion Models},
journal = {CoRR},
volume = {abs/2312.10835},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10835},
doi = {10.48550/ARXIV.2312.10835},
eprinttype = {arXiv},
eprint = {2312.10835},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaranchukVRKB22,
author = {Dmitry Baranchuk and
Andrey Voynov and
Ivan Rubachev and
Valentin Khrulkov and
Artem Babenko},
title = {Label-Efficient Semantic Segmentation with Diffusion Models},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=SlxSY2UZQT},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaranchukVRKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ProkhorenkovaBB22,
author = {Liudmila Prokhorenkova and
Dmitry Baranchuk and
Nikolay Bogachev and
Yury Demidovich and
Alexander Kolpakov},
title = {Graph-based Nearest Neighbor Search in Hyperbolic Spaces},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=USIgIY6TNDe},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ProkhorenkovaBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03763,
author = {Harsha Vardhan Simhadri and
George Williams and
Martin Aum{\"{u}}ller and
Matthijs Douze and
Artem Babenko and
Dmitry Baranchuk and
Qi Chen and
Lucas Hosseini and
Ravishankar Krishnaswamy and
Gopal Srinivasa and
Suhas Jayaram Subramanya and
Jingdong Wang},
title = {Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest
Neighbor Search},
journal = {CoRR},
volume = {abs/2205.03763},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03763},
doi = {10.48550/ARXIV.2205.03763},
eprinttype = {arXiv},
eprint = {2205.03763},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-01188,
author = {Alexander Borzunov and
Dmitry Baranchuk and
Tim Dettmers and
Max Ryabinin and
Younes Belkada and
Artem Chumachenko and
Pavel Samygin and
Colin Raffel},
title = {Petals: Collaborative Inference and Fine-tuning of Large Models},
journal = {CoRR},
volume = {abs/2209.01188},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.01188},
doi = {10.48550/ARXIV.2209.01188},
eprinttype = {arXiv},
eprint = {2209.01188},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-01188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-15421,
author = {Akim Kotelnikov and
Dmitry Baranchuk and
Ivan Rubachev and
Artem Babenko},
title = {TabDDPM: Modelling Tabular Data with Diffusion Models},
journal = {CoRR},
volume = {abs/2209.15421},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.15421},
doi = {10.48550/ARXIV.2209.15421},
eprinttype = {arXiv},
eprint = {2209.15421},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-15421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SimhadriWADBBCH21,
author = {Harsha Vardhan Simhadri and
George Williams and
Martin Aum{\"{u}}ller and
Matthijs Douze and
Artem Babenko and
Dmitry Baranchuk and
Qi Chen and
Lucas Hosseini and
Ravishankar Krishnaswamy and
Gopal Srinivasa and
Suhas Jayaram Subramanya and
Jingdong Wang},
editor = {Douwe Kiela and
Marco Ciccone and
Barbara Caputo},
title = {Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest
Neighbor Search},
booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
2021, Online},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {177--189},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v176/simhadri22a.html},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SimhadriWADBBCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12699,
author = {Dmitry Baranchuk and
Vladimir Aliev and
Artem Babenko},
title = {Distilling the Knowledge from Normalizing Flows},
journal = {CoRR},
volume = {abs/2106.12699},
year = {2021},
url = {https://arxiv.org/abs/2106.12699},
eprinttype = {arXiv},
eprint = {2106.12699},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03126,
author = {Dmitry Baranchuk and
Ivan Rubachev and
Andrey Voynov and
Valentin Khrulkov and
Artem Babenko},
title = {Label-Efficient Semantic Segmentation with Diffusion Models},
journal = {CoRR},
volume = {abs/2112.03126},
year = {2021},
url = {https://arxiv.org/abs/2112.03126},
eprinttype = {arXiv},
eprint = {2112.03126},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FortuinBRM20,
author = {Vincent Fortuin and
Dmitry Baranchuk and
Gunnar R{\"{a}}tsch and
Stephan Mandt},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {{GP-VAE:} Deep Probabilistic Time Series Imputation},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1651--1661},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/fortuin20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FortuinBRM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaranchukPSB19,
author = {Dmitry Baranchuk and
Dmitry Persiyanov and
Anton Sinitsin and
Artem Babenko},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Learning to Route in Similarity Graphs},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {475--484},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/baranchuk19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaranchukPSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10987,
author = {Dmitry Baranchuk and
Dmitry Persiyanov and
Anton Sinitsin and
Artem Babenko},
title = {Learning to Route in Similarity Graphs},
journal = {CoRR},
volume = {abs/1905.10987},
year = {2019},
url = {http://arxiv.org/abs/1905.10987},
eprinttype = {arXiv},
eprint = {1905.10987},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12122,
author = {Dmitry Baranchuk and
Artem Babenko},
title = {Towards Similarity Graphs Constructed by Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1911.12122},
year = {2019},
url = {http://arxiv.org/abs/1911.12122},
eprinttype = {arXiv},
eprint = {1911.12122},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-12122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/BaranchukBM18,
author = {Dmitry Baranchuk and
Artem Babenko and
Yury Malkov},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Revisiting the Inverted Indices for Billion-Scale Approximate Nearest
Neighbors},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XII}},
series = {Lecture Notes in Computer Science},
volume = {11216},
pages = {209--224},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01258-8\_13},
doi = {10.1007/978-3-030-01258-8\_13},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/BaranchukBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02422,
author = {Dmitry Baranchuk and
Artem Babenko and
Yury Malkov},
title = {Revisiting the Inverted Indices for Billion-Scale Approximate Nearest
Neighbors},
journal = {CoRR},
volume = {abs/1802.02422},
year = {2018},
url = {http://arxiv.org/abs/1802.02422},
eprinttype = {arXiv},
eprint = {1802.02422},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
