Dmitry Baranchuk

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Nearest Neighbor Search

Diffusion Models

Top Venues

Publications

Nikita Starodubcev, Mikhail Khoroshikh, Artem Babenko, Dmitry Baranchuk
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps. CoRR (2024)
Dmitry Baranchuk, Matthijs Douze, Yash Upadhyay, I. Zeki Yalniz
DeDrift: Robust Similarity Search under Content Drift. ICCV (2023)
Akim Kotelnikov, Dmitry Baranchuk, Ivan Rubachev, Artem Babenko
TabDDPM: Modelling Tabular Data with Diffusion Models. ICML (2023)
Alexander Borzunov, Dmitry Baranchuk, Tim Dettmers, Maksim Riabinin, Younes Belkada, Artem Chumachenko, Pavel Samygin, Colin Raffel
Petals: Collaborative Inference and Fine-tuning of Large Models. ACL (demo) (2023)
Nikita Starodubcev, Dmitry Baranchuk, Valentin Khrulkov, Artem Babenko
Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models. CoRR (2023)
Dmitry Baranchuk, Matthijs Douze, Yash Upadhyay, I. Zeki Yalniz
DeDrift: Robust Similarity Search under Content Drift. CoRR (2023)
Alexander Borzunov, Max Ryabinin, Artem Chumachenko, Dmitry Baranchuk, Tim Dettmers, Younes Belkada, Pavel Samygin, Colin A. Raffel
Distributed Inference and Fine-tuning of Large Language Models Over The Internet. NeurIPS (2023)
Nikita Starodubcev, Artem Fedorov, Artem Babenko, Dmitry Baranchuk
Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models. CoRR (2023)
Alexander Borzunov, Max Ryabinin, Artem Chumachenko, Dmitry Baranchuk, Tim Dettmers, Younes Belkada, Pavel Samygin, Colin Raffel
Distributed Inference and Fine-tuning of Large Language Models Over The Internet. CoRR (2023)
Dmitry Baranchuk, Andrey Voynov, Ivan Rubachev, Valentin Khrulkov, Artem Babenko
Label-Efficient Semantic Segmentation with Diffusion Models. ICLR (2022)
Akim Kotelnikov, Dmitry Baranchuk, Ivan Rubachev, Artem Babenko
TabDDPM: Modelling Tabular Data with Diffusion Models. CoRR (2022)
Liudmila Prokhorenkova, Dmitry Baranchuk, Nikolay Bogachev, Yury Demidovich, Alexander Kolpakov
Graph-based Nearest Neighbor Search in Hyperbolic Spaces. ICLR (2022)
Alexander Borzunov, Dmitry Baranchuk, Tim Dettmers, Max Ryabinin, Younes Belkada, Artem Chumachenko, Pavel Samygin, Colin Raffel
Petals: Collaborative Inference and Fine-tuning of Large Models. CoRR (2022)
Harsha Vardhan Simhadri, George Williams, Martin Aumüller, Matthijs Douze, Artem Babenko, Dmitry Baranchuk, Qi Chen, Lucas Hosseini, Ravishankar Krishnaswamy, Gopal Srinivasa, Suhas Jayaram Subramanya, Jingdong Wang
Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search. CoRR (2022)
Harsha Vardhan Simhadri, George Williams, Martin Aumüller, Matthijs Douze, Artem Babenko, Dmitry Baranchuk, Qi Chen, Lucas Hosseini, Ravishankar Krishnaswamy, Gopal Srinivasa, Suhas Jayaram Subramanya, Jingdong Wang
Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search. NeurIPS (Competition and Demos) (2021)
Dmitry Baranchuk, Vladimir Aliev, Artem Babenko
Distilling the Knowledge from Normalizing Flows. CoRR (2021)
Dmitry Baranchuk, Ivan Rubachev, Andrey Voynov, Valentin Khrulkov, Artem Babenko
Label-Efficient Semantic Segmentation with Diffusion Models. CoRR (2021)
Vincent Fortuin, Dmitry Baranchuk, Gunnar Rätsch, Stephan Mandt
GP-VAE: Deep Probabilistic Time Series Imputation. AISTATS (2020)
Dmitry Baranchuk, Artem Babenko
Towards Similarity Graphs Constructed by Deep Reinforcement Learning. CoRR (2019)
Dmitry Baranchuk, Dmitry Persiyanov, Anton Sinitsin, Artem Babenko
Learning to Route in Similarity Graphs. ICML (2019)
Dmitry Baranchuk, Dmitry Persiyanov, Anton Sinitsin, Artem Babenko
Learning to Route in Similarity Graphs. CoRR (2019)
Dmitry Baranchuk, Artem Babenko, Yury Malkov
Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors. ECCV (12) (2018)
Dmitry Baranchuk, Artem Babenko, Yury Malkov
Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors. CoRR (2018)