Valentin Malykh

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Flow-Guided Neural Pruning: Signal-Flow Framework for Multi-Architecture Model Compression2026 · аннотациясвернуть

  This paper presents a novel method for pruning deep neural networks based on the concept of flow, derived from the continuous modeling of signal propagation across layers. We derive flow functions for fully connected,…

• A Multi-Microscope Annotated Dataset of Real Microscopy Images of Microorganisms for Classification, Detection, and Segmentation2026
• SLeDoC: System for Legal Document Comparison2026
• Refined Non-Local Blocks for Precise Segmentation of Diplococci in Microscopy Imagery2026
• Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling2026
• The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews2020 · аннотациясвернуть

  MOTIVATION: Drugs and diseases play a central role in many areas of biomedical research and healthcare. Aggregating knowledge about these entities across a broader range of domains and languages is critical for…

• The Second Conversational Intelligence Challenge (ConvAI2)2019
• DeepPavlov: Open-Source Library for Dialogue Systems2018 · аннотациясвернуть

  Mikhail Burtsev, Alexander Seliverstov, Rafael Airapetyan, Mikhail Arkhipov, Dilyara Baymurzina, Nickolay Bushkov, Olga Gureenkova, Taras Khakhulin, Yuri Kuratov, Denis Kuznetsov, Alexey Litinsky, Varvara Logacheva,…