Serra, Giuseppe

16 publications

TMLR 2026 Cost-Free Personalization via Information-Geometric Projection in Bayesian Federated Learning Nour Jamoussi, Giuseppe Serra, Photios A. Stavrou, Marios Kountouris

ICLR 2025 Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond Giuseppe Serra, Florian Buettner

TMLR 2025 How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning Giuseppe Serra, Ben Werner, Florian Buettner

NeurIPSW 2024 Copula-Based Estimation of Continuous Sources for a Class of Constrained Rate-Distortion Functions Giuseppe Serra, Photios A. Stavrou, Marios Kountouris

MLJ 2024 L2XGNN: Learning to Explain Graph Neural Networks Giuseppe Serra, Mathias Niepert

ICCVW 2023 FArMARe: A Furniture-Aware Multi-Task Methodology for Recommending Apartments Based on the User Interests Ali Abdari, Alex Falcon, Giuseppe Serra

ECCVW 2020 Data Augmentation Techniques for the Video Question Answering Task Alex Falcon, Oswald Lanz, Giuseppe Serra

CVPRW 2018 SAM: Pushing the Limits of Saliency Prediction Models Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara

CVPRW 2016 Body Part Based Re-Identification from an Egocentric Perspective Federica Fergnani, Stefano Alletto, Giuseppe Serra, Joaquim De Mira, Rita Cucchiara

ECCV 2016 Context Change Detection for an Ultra-Low Power Low-Resolution Ego-Vision Imager Francesco Paci, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara, Luca Benini

ECCVW 2016 Context Change Detection for an Ultra-Low Power Low-Resolution Ego-Vision Imager Francesco Paci, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara, Luca Benini

ECCV 2016 Multi-Level Net: A Visual Saliency Prediction Model Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara

ECCVW 2016 Multi-Level Net: A Visual Saliency Prediction Model Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara

CVPRW 2014 From Ego to Nos-Vision: Detecting Social Relationships in First-Person Views Stefano Alletto, Giuseppe Serra, Simone Calderara, Francesco Solera, Rita Cucchiara

CVPRW 2014 Gesture Recognition in Ego-Centric Videos Using Dense Trajectories and Hand Segmentation Lorenzo Baraldi, Francesco Paci, Giuseppe Serra, Luca Benini, Rita Cucchiara

ICCVW 2009 Effective Codebooks for Human Action Categorization Lamberto Ballan, Marco Bertini, Alberto Del Bimbo, Lorenzo Seidenari, Giuseppe Serra