Dmitry Baranchuk

1. Petals: Collaborative Inference and Fine-tuning of Large Models
   2022/09/02 by Alexander Borzunov, Borzunov, Alexander, Dmitry Baranchuk +13 · 2 voices · 7 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG
2. Label-Efficient Semantic Segmentation with Diffusion Models
   2021/12/06 by Dmitry Baranchuk, Baranchuk, Dmitry, Ivan Rubachev +7 · 33 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques #Domain Adaptation and Few-Shot Learning
3. GP-VAE: Deep Probabilistic Time Series Imputation
   2019/07/09 by Vincent Fortuin, Dmitry Baranchuk, Fortuin, Vincent +5 · 16 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
4. Distributed Inference and Fine-tuning of Large Language Models Over The Internet
   2023/12/13 by Alexander Borzunov, Borzunov, Alexander, Max Ryabinin +13 · 11 citations
   Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Topic Modeling #and Cluster Computing (cs.DC)
5. Results of the Big ANN: NeurIPS'23 competition
   2024/09/25 by Harsha Vardhan Simhadri, Martin Aumüller, Simhadri, Harsha Vardhan +41 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #H.3.3 #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Performance (cs.PF)
6. Learning to Route in Similarity Graphs
   2019/05/27 by Dmitry Baranchuk, Dmitry Persiyanov, Baranchuk, Dmitry +5 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #Caching and Content Delivery #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Scale-wise Distillation of Diffusion Models
   2025/03/20 by Nikita Starodubcev, Drobyshevskiy, Ilya, Starodubcev, Nikita +6 · 2 citations
   Computer Science · #Neural Networks and Applications