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Debora Caldarola

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (1) ECCV (1) WACV (1)

Top co-authors

Barbara Caputo (3) Marco Ciccone (3) Antonio Tavera (1) Umberto Michieli (1) Pietro Cagnasso (1) Donald Shenaj (1) Pietro Zanuttigh (1) Marco Toldo (1) Eros Fanì (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Learning Paradigms · Artificial Intelligence (2) Computer Vision (1) Analysis (1) Application Areas (1) Learning Paradigms · Machine Learning (1) Optimization & Theory (1)

Keywords

federated learning (1) semantic segmentation (1) source-free domain adaptation (1) sharpness-aware minimization (1) gradient descent (1) communication efficiency (1) model generalization (1) style adaptation (1) clustered federated learning (1)

Papers

Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning CVPR 2025 Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning WACV 2023 Improving Generalization in Federated Learning by Seeking Flat Minima ECCV 2022