Andrii Yermakov

2 papers · 2021–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ACML (1) WACV (1)

Top co-authors

Mario Fritz (1) Jan Čech (1) Vojtěch Franc (1) Jiri Matas (1)

Research topics

Machine Learning (2) Core Methods (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Analysis (1) Application Areas (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

metric learning (1) domain generalization (1) transfer learning (1) convex optimization (1) structured prediction (1) deepfake detection (1) maximum margin (1) structured output (1) foundation model (1) layer normalization (1) markov network (1) feature normalization (1) missing label (1) partial label (1) margin-rescaling loss (1)

Papers

Deepfake Detection that Generalizes Across Benchmarks WACV 2026 Learning Maximum Margin Markov Networks from examples with missing labels ACML 2021