Dmitriy Vatolin

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ICCV (2) AAAI (1) NeurIPS (1)

Top co-authors

Sergey Lavrushkin (3) Aleksandr Gushchin (2) Anastasia Antsiferova (2) Khaled Abud (2) Vladislav Bargatin (1) Dmitriy Kulikov (1) Maksim Smirnov (1) Alexey Kirillov (1) Ekaterina Shumitskaya (1) Egor Chistov (1)

Research topics

Computer Vision (4) Deep Learning (4) Machine Learning (4) Application Areas (3) Processing (3) Optimization & Theory (2) Analysis (1) Architectures (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

image quality assessment (2) no-reference metric (2) video quality assessment (2) multi-frame processing (1) optical flow (1) optical flow estimation (1) adversarial attack (1) generative model (1) diffusion model (1) memory optimization (1) perceptual metric (1) video processing (1) video compression (1) neural network (1) conditional image generation (1) metric robustness (1) memory efficient (1) correlation volume (1) video encoding (1) full-reference metric (1)

Papers

IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models ICCV 2025 MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation ICCV 2025 Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks AAAI 2024 Video compression dataset and benchmark of learning-based video-quality metrics NeurIPS 2022