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Dmitry Baranchuk
Dmitry Baranchuk
Yandex Research
Adresse e-mail validée de yandex-team.ru
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Année
Label-Efficient Semantic Segmentation with Diffusion Models
D Baranchuk, I Rubachev, A Voynov, V Khrulkov, A Babenko
arXiv preprint arXiv:2112.03126, 2021
5632021
GP-VAE: Deep Probabilistic Time Series Imputation
V Fortuin, D Baranchuk, G Rätsch, S Mandt
arXiv preprint arXiv:1907.04155, 2019
3522019
Tabddpm: Modelling tabular data with diffusion models
A Kotelnikov, D Baranchuk, I Rubachev, A Babenko
International Conference on Machine Learning, 17564-17579, 2023
2642023
Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors
D Baranchuk, A Babenko, Y Malkov
The European Conference on Computer Vision (ECCV), 202-216, 2018
1032018
Petals: Collaborative inference and fine-tuning of large models
A Borzunov, D Baranchuk, T Dettmers, M Ryabinin, Y Belkada, ...
arXiv preprint arXiv:2209.01188, 2022
642022
Results of the NeurIPS’21 challenge on billion-scale approximate nearest neighbor search
HV Simhadri, G Williams, M Aumüller, M Douze, A Babenko, D Baranchuk, ...
NeurIPS 2021 Competitions and Demonstrations Track, 177-189, 2022
622022
Learning to Route in Similarity Graphs
D Baranchuk, D Persiyanov, A Sinitsin, A Babenko
Proceedings of the 36th International Conference on Machine Learning, PMLR …, 2019
412019
Distributed inference and fine-tuning of large language models over the internet
A Borzunov, M Ryabinin, A Chumachenko, D Baranchuk, T Dettmers, ...
Advances in Neural Information Processing Systems 36, 2024
372024
Towards Similarity Graphs Constructed by Deep Reinforcement Learning
D Baranchuk, A Babenko
arXiv preprint arXiv:1911.12122, 2019
122019
Dedrift: Robust similarity search under content drift
D Baranchuk, M Douze, Y Upadhyay, IZ Yalniz
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
72023
Distilling the Knowledge from Conditional Normalizing Flows
D Baranchuk, V Aliev, A Babenko
ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit …, 2021
32021
GP-VAE: Deep probabilistic multivariate time series imputation
V Fortuin, D Baranchuk, G Rätsch, S Mandt
Proc. AISTATS, 1651-1661, 0
3
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
N Starodubcev, M Khoroshikh, A Babenko, D Baranchuk
arXiv preprint arXiv:2406.14539, 2024
22024
Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models
N Starodubcev, A Fedorov, A Babenko, D Baranchuk
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
22024
Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models
N Starodubcev, D Baranchuk, V Khrulkov, A Babenko
arXiv preprint arXiv:2304.04344, 2023
22023
Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization
M Persiianov, A Asadulaev, N Andreev, N Starodubcev, D Baranchuk, ...
arXiv preprint arXiv:2410.02628, 2024
12024
Graph-based nearest neighbor search in hyperbolic spaces
L Prokhorenkova, D Baranchuk, N Bogachev, Y Demidovich, A Kolpakov
International Conference on Learning Representations, 2022
12022
Inverse Bridge Matching Distillation
N Gushchin, D Li, D Selikhanovych, E Burnaev, D Baranchuk, A Korotin
arXiv preprint arXiv:2502.01362, 2025
2025
Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis
A Voronov, D Kuznedelev, M Khoroshikh, V Khrulkov, D Baranchuk
arXiv preprint arXiv:2412.01819, 2024
2024
Results of the Big ANN: NeurIPS'23 competition
HV Simhadri, M Aumüller, A Ingber, M Douze, G Williams, MD Manohar, ...
arXiv preprint arXiv:2409.17424, 2024
2024
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