Federico Pernici

3 papers · 2018–2026 · 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 (12) 🐣 Hot Topic Early Bird

Venues

CVPR (2) AAAI (1)

Top co-authors

Alberto Del Bimbo (3) Simone Ricci (2) Niccolò Biondi (2) Matteo Bruni (1) Federico Bartoli (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Deep Learning (2) Core Methods (2) Optimization & Theory (2) Computer Vision (1) Analysis (1) Learning Types · Deep Learning (1) Techniques (1)

Keywords

representation learning (1) image classification (1) online learning (1) image retrieval (1) knowledge distillation (1) temporal coherence (1) deep representation (1) face identification (1) retrieval system (1) video stream (1) face tracking (1) reverse nearest neighbor (1) focal distillation (1) negative flip (1) compatible representation (1) model replacement (1) stationary representation (1) margin preservation (1)

Papers

Mitigating Negative Flips via Margin Preserving Training AAAI 2026 Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements CVPR 2024 Memory Based Online Learning of Deep Representations From Video Streams CVPR 2018