Caputo, Barbara

62 publications

CVPR 2025 Beyond Local Sharpness: Communication-Efficient Global Sharpness-Aware Minimization for Federated Learning Debora Caldarola, Pietro Cagnasso, Barbara Caputo, Marco Ciccone

ICML 2025 Interaction-Aware Gaussian Weighting for Clustered Federated Learning Alessandro Licciardi, Davide Leo, Eros Fanı̀, Barbara Caputo, Marco Ciccone

ICML 2024 Accelerating Heterogeneous Federated Learning with Closed-Form Classifiers Eros Fanı̀, Raffaello Camoriano, Barbara Caputo, Marco Ciccone

CVPR 2024 EarthLoc: Astronaut Photography Localization by Indexing Earth from Space Gabriele Berton, Alex Stoken, Barbara Caputo, Carlo Masone

CVPRW 2024 EarthMatch: Iterative Coregistration for Fine-Grained Localization of Astronaut Photography Gabriele Moreno Berton, Gabriele Goletto, Gabriele Trivigno, Alex Stoken, Barbara Caputo, Carlo Masone

ECCV 2024 MeshVPR: Citywide Visual Place Recognition Using 3D Meshes Gabriele Berton, Lorenz Junglas, Riccardo Zaccone, Thomas Pollok, Barbara Caputo, Carlo Masone

CVPR 2024 The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement Gabriele Trivigno, Carlo Masone, Barbara Caputo, Torsten Sattler

CVPRW 2023 Are Local Features All You Need for Cross-Domain Visual Place Recognition? Giovanni Barbarani, Mohamad Mostafa, Hajali Bayramov, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo

ICCVW 2023 Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo

ICCV 2023 Divide&Classify: Fine-Grained Classification for City-Wide Visual Geo-Localization Gabriele Trivigno, Gabriele Berton, Juan Aragon, Barbara Caputo, Carlo Masone

ICCV 2023 EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition Gabriele Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone

ICCVW 2023 Entropic Score Metric: Decoupling Topology and Size in Training-Free NAS Niccolò Cavagnero, Luca Robbiano, Francesca Pistilli, Barbara Caputo, Giuseppe Averta

NeurIPSW 2023 Fed3R: Recursive Ridge Regression for Federated Learning with Strong Pre-Trained Models Eros Fanì, Raffaello Camoriano, Barbara Caputo, Marco Ciccone

WACV 2023 FreeREA: Training-Free Evolution-Based Architecture Search Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta

WACV 2023 Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo

ICCV 2023 Unmasking Anomalies in Road-Scene Segmentation Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo

ICCV 2023 What Can a Cook in Italy Teach a Mechanic in India? Action Recognition Generalisation over Scenarios and Locations Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen

ICCVW 2023 Window-Based Model Averaging Improves Generalization in Heterogeneous Federated Learning Debora Caldarola, Barbara Caputo, Marco Ciccone

WACV 2022 Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Luca Robbiano, Muhammad Rameez Ur Rahman, Fabio Galasso, Barbara Caputo, Fabio Maria Carlucci

CVPRW 2022 Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images Antonio Tavera, Edoardo Arnaudo, Carlo Masone, Barbara Caputo

CVPR 2022 Deep Visual Geo-Localization Benchmark Gabriele Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka, Torsten Sattler, Barbara Caputo

WACV 2022 Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi

WACV 2022 Domain Generalization Through Audio-Visual Relative Norm Alignment in First Person Action Recognition Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo

CVPR 2022 E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition Chiara Plizzari, Mirco Planamente, Gabriele Goletto, Marco Cannici, Emanuele Gusso, Matteo Matteucci, Barbara Caputo

ECCV 2022 Improving Generalization in Federated Learning by Seeking Flat Minima Debora Caldarola, Barbara Caputo, Marco Ciccone

CVPR 2022 Incremental Learning in Semantic Segmentation from Image Labels Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo

CVPRW 2022 Modeling Missing Annotations for Incremental Learning in Object Detection Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo

WACV 2022 Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo

CVPR 2022 Rethinking Visual Geo-Localization for Large-Scale Applications Gabriele Berton, Carlo Masone, Barbara Caputo

CVPRW 2021 A Closer Look at Self-Training for Zero-Label Semantic Segmentation Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo

WACV 2021 Adaptive-Attentive Geolocalization from Few Queries: A Hybrid Approach Gabriele Moreno Berton, Valerio Paolicelli, Carlo Masone, Barbara Caputo

CVPRW 2021 Cluster-Driven Graph Federated Learning over Multiple Domains Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo

CVPRW 2021 Detecting Anomalies in Semantic Segmentation with Prototypes Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo

CVPRW 2021 N-ROD: A Neuromorphic Dataset for Synthetic-to-Real Domain Adaptation Marco Cannici, Chiara Plizzari, Mirco Planamente, Marco Ciccone, Andrea Bottino, Barbara Caputo, Matteo Matteucci

ICCV 2021 Viewpoint Invariant Dense Matching for Visual Geolocalization Gabriele Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo

ECCV 2020 One-Shot Unsupervised Cross-Domain Detection Antonio D’Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

ECCV 2020 Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo

ICCVW 2019 Hallucinating Agnostic Images to Generalize Across Domains Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo

ECCVW 2018 Adding New Tasks to a Single Network with Weight Transformations Using Binary Masks Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò

ICCV 2017 AutoDIAL: Automatic DomaIn Alignment Layers Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulo

ICCVW 2017 Deep Depth Domain Adaptation: A Case Study Novi Patricia, Fabio Maria Carlucci, Barbara Caputo

ECCV 2016 Learning the Roots of Visual Domain Shift Tatiana Tommasi, Martina Lanzi, Paolo Russo, Barbara Caputo

ECCVW 2016 Learning the Roots of Visual Domain Shift Tatiana Tommasi, Martina Lanzi, Paolo Russo, Barbara Caputo

CVPR 2016 When Naive Bayes Nearest Neighbors Meet Convolutional Neural Networks Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo

CVPR 2014 Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective Novi Patricia, Barbara Caputo

CVPR 2013 From N to N+1: Multiclass Transfer Incremental Learning Ilja Kuzborskij, Francesco Orabona, Barbara Caputo

ICCV 2013 Frustratingly Easy NBNN Domain Adaptation Tatiana Tommasi, Barbara Caputo

ACML 2013 Multiclass Latent Locally Linear Support Vector Machines Marco Fornoni, Barbara Caputo, Francesco Orabona

JMLR 2012 Multi Kernel Learning with Online-Batch Optimization Francesco Orabona, Luo Jie, Barbara Caputo

ICCV 2011 Multiclass Transfer Learning from Unconstrained Priors Jie Luo, Tatiana Tommasi, Barbara Caputo

CVPRW 2010 OM-2: An Online Multi-Class Multi-Kernel Learning Algorithm Luo Jie Francesco Orabona, Marco Fornoni, Barbara Caputo, Nicolò Cesa-Bianchi

CVPR 2010 Online-Batch Strongly Convex Multi Kernel Learning Francesco Orabona, Jie Luo, Barbara Caputo

CVPR 2010 Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer Tatiana Tommasi, Francesco Orabona, Barbara Caputo

JMLR 2009 Bounded Kernel-Based Online Learning Francesco Orabona, Joseph Keshet, Barbara Caputo

NeurIPS 2009 Who’s Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation Jie Luo, Barbara Caputo, Vittorio Ferrari

ICML 2008 The Projectron: A Bounded Kernel-Based Perceptron Francesco Orabona, Joseph Keshet, Barbara Caputo

ECCV 2006 Melanoma Recognition Using Representative and Discriminative Kernel Classifiers Tatiana Tommasi, Elisabetta La Torre, Barbara Caputo

ICCV 2005 Class-Specific Material Categorisation Barbara Caputo, Eric Hayman, P. Mallikarjuna

ICCV 2005 Integrating Representative and Discriminative Models for Object Category Detection Mario Fritz, Bastian Leibe, Barbara Caputo, Bernt Schiele

CVPR 2004 Cue Integration Through Discriminative Accumulation Maria-Elena Nilsback, Barbara Caputo

ECCV 2004 On the Significance of Real-World Conditions for Material Classification Eric Hayman, Barbara Caputo, Mario Fritz, Jan-Olof Eklundh

ICCV 2003 Recognition with Local Features: The Kernel Recipe Christian Wallraven, Barbara Caputo, Arnulf B. A. Graf