Barbara Caputo
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
114
Venues
18
Active years
2002–2025
Best venue rank
A*
Where they publish
Papers
114 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CVPR | Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning. | Debora Caldarola, Pietro Cagnasso, Barbara Caputo, Marco Ciccone |
| 2025 | ICML | Interaction-Aware Gaussian Weighting for Clustered Federated Learning. | Alessandro Licciardi, Davide Leo, Eros Fan, Barbara Caputo, Marco Ciccone |
| 2024 | CVPR | EarthMatch: Iterative Coregistration for Fine-grained Localization of Astronaut Photography. | Gabriele Moreno Berton, Gabriele Goletto, Gabriele Trivigno, Alex Stoken, Barbara Caputo, Carlo Masone |
| 2024 | CVPR | EarthLoc: Astronaut Photography Localization by Indexing Earth from Space. | Gabriele Moreno Berton, Alex Stoken, Barbara Caputo, Carlo Masone |
| 2024 | CVPR | The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement. | Gabriele Trivigno, Carlo Masone, Barbara Caputo, Torsten Sattler |
| 2024 | ECCV | MeshVPR: Citywide Visual Place Recognition Using 3D Meshes. | Gabriele Moreno Berton, Lorenz Junglas, Riccardo Zaccone, Thomas Pollok, Barbara Caputo, Carlo Masone |
| 2024 | ICML | Accelerating Heterogeneous Federated Learning with Closed-form Classifiers. | Eros Fan, Raffaello Camoriano, Barbara Caputo, Marco Ciccone |
| 2023 | CVPR | 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 |
| 2023 | ICCV | EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition. | Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone |
| 2023 | ICCV | 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 |
| 2023 | ICCV | Unmasking Anomalies in Road-Scene Segmentation. | Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo |
| 2023 | ICCV | Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition. | Gabriele Trivigno, Gabriele Moreno Berton, Juan Aragon, Barbara Caputo, Carlo Masone |
| 2023 | ICIAP | LCMV: Lightweight Classification Module for Video Domain Adaptation. | Julian Neubert, Mirco Planamente, Chiara Plizzari, Barbara Caputo |
| 2023 | WACV | FreeREA: Training-Free Evolution-based Architecture Search. | Niccol Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta |
| 2023 | WACV | Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. | Donald Shenaj, Eros Fan, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo |
| 2022 | CVPR | Rethinking Visual Geo-localization for Large-Scale Applications. | Gabriele Moreno Berton, Carlo Masone, Barbara Caputo |
| 2022 | CVPR | Deep Visual Geo-localization Benchmark. | Gabriele Moreno Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka, Torsten Sattler, Barbara Caputo |
| 2022 | CVPR | Incremental Learning in Semantic Segmentation from Image Labels. | Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo |
| 2022 | CVPR | Modeling Missing Annotations for Incremental Learning in Object Detection. | Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo |
| 2022 | CVPR | E | Chiara Plizzari, Mirco Planamente, Gabriele Goletto, Marco Cannici, Emanuele Gusso, Matteo Matteucci, Barbara Caputo |
| 2022 | CVPR | Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images. | Antonio Tavera, Edoardo Arnaudo, Carlo Masone, Barbara Caputo |
| 2022 | ECCV | Improving Generalization in Federated Learning by Seeking Flat Minima. | Debora Caldarola, Barbara Caputo, Marco Ciccone |
| 2022 | ICIAP | A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. | Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo |
| 2022 | ICIAP | Relaxing the Forget Constraints in Open World Recognition. | Dario Fontanel, Fabio Cermelli, Antonino Geraci, Mauro Musarra, Matteo Tarantino, Barbara Caputo |
| 2022 | ICIAP | Learning Semantics for Visual Place Recognition Through Multi-scale Attention. | Valerio Paolicelli, Antonio Tavera, Carlo Masone, Gabriele Moreno Berton, Barbara Caputo |
| 2022 | ICIAP | Test-Time Adaptation for Egocentric Action Recognition. | Mirco Planamente, Chiara Plizzari, Barbara Caputo |
| 2022 | ICPR | Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. | Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola, Marco Ciccone, Barbara Caputo |
| 2022 | IROS | FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. | Lidia Fantauzzo, Eros Fan, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo |
| 2022 | WACV | Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation. | Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi |
| 2022 | WACV | Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition. | Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo |
| 2022 | WACV | Adversarial Branch Architecture Search for Unsupervised Domain Adaptation. | Luca Robbiano, Muhammad Rameez Ur Rahman, Fabio Galasso, Barbara Caputo, Fabio Maria Carlucci |
| 2022 | WACV | Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. | Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo |
| 2021 | BMVC | Prototype-based Incremental Few-Shot Segmentation. | Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo |
| 2021 | CVPR | Cluster-Driven Graph Federated Learning Over Multiple Domains. | Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodol, Barbara Caputo |
| 2021 | CVPR | 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 |
| 2021 | CVPR | Detecting Anomalies in Semantic Segmentation With Prototypes. | Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo |
| 2021 | CVPR | A Closer Look at Self-Training for Zero-Label Semantic Segmentation. | Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo |
| 2021 | ICCV | Viewpoint Invariant Dense Matching for Visual Geolocalization. | Gabriele Moreno Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo |
| 2021 | WACV | Adaptive-Attentive Geolocalization from few queries: a hybrid approach. | Gabriele Moreno Berton, Valerio Paolicelli, Carlo Masone, Barbara Caputo |
| 2020 | CVPR | Modeling the Background for Incremental Learning in Semantic Segmentation. | Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bul, Elisa Ricci, Barbara Caputo |
| 2020 | ECCV | One-Shot Unsupervised Cross-Domain Detection. | Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi |
| 2020 | ECCV | Towards Recognizing Unseen Categories in Unseen Domains. | Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo |
| 2020 | ICPR | Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition. | Mirco Planamente, Andrea Bottino, Barbara Caputo |
| 2020 | ICPR | Shape Consistent 2D Keypoint Estimation under Domain Shift. | Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bul, Barbara Caputo, Elisa Ricci |
| 2019 | CVPR | Domain Generalization by Solving Jigsaw Puzzles. | Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi |
| 2019 | CVPR | AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs. | Massimiliano Mancini, Samuel Rota Bul, Barbara Caputo, Elisa Ricci |
| 2019 | ICIAP | Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. | Massimiliano Mancini, Lorenzo Porzi, Fabio Cermelli, Barbara Caputo |
| 2019 | ICIAP | Automatic Creation of Large Scale Object Databases from Web Resources: A Case Study in Robot Vision. | Dario Molinari, Giulia Pasquale, Lorenzo Natale, Barbara Caputo |
| 2019 | ICIAP | Towards Multi-source Adaptive Semantic Segmentation. | Paolo Russo, Tatiana Tommasi, Barbara Caputo |
| 2019 | ICRA | Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition. | Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo |
| 2019 | IROS | The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. | Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo |
| 2018 | CVPR | Boosting Domain Adaptation by Discovering Latent Domains. | Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bul, Barbara Caputo, Elisa Ricci |
| 2018 | CVPR | From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN. | Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo |
| 2018 | ECCV | Adding New Tasks to a Single Network with Weight Transformations Using Binary Masks. | Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bul |
| 2018 | ICIP | Best Sources Forward: Domain Generalization through Source-Specific Nets. | Massimiliano Mancini, Samuel Rota Bul, Barbara Caputo, Elisa Ricci |
| 2018 | ICLR | DeepNCM: Deep Nearest Class Mean Classifiers. | Samantha Guerriero, Barbara Caputo, Thomas Mensink |
| 2018 | ICRA | Adaptive Deep Learning Through Visual Domain Localization. | Gabriele Angeletti, Barbara Caputo, Tatiana Tommasi |
| 2018 | ICRA | Recognizing Objects in-the-Wild: Where do we Stand? | Mohammad Reza Loghmani, Barbara Caputo, Markus Vincze |
| 2018 | IROS | Kitting in the Wild through Online Domain Adaptation. | Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo |
| 2017 | ICCV | AutoDIAL: Automatic Domain Alignment Layers. | Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bul |
| 2017 | ICIAP | On the Importance of Domain Adaptation in Texture Classification. | Barbara Caputo, Claudio Cusano, Martina Lanzi, Paolo Napoletano, Raimondo Schettini |
| 2017 | ICIAP | Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. | Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bul |
| 2017 | ICRA | A deep representation for depth images from synthetic data. | Fabio Maria Carlucci, Paolo Russo, Barbara Caputo |
| 2017 | IROS | Learning deep visual object models from noisy web data: How to make it work. | Nizar Massouh, Francesca Babiloni, Tatiana Tommasi, Jay Young, Nick Hawes, Barbara Caputo |
| 2017 | ICRA | Semantic web-mining and deep vision for lifelong object discovery. | Jay Young, Lars Kunze, Valerio Basile, Elena Cabrio, Nick Hawes, Barbara Caputo |
| 2017 | ICVS | Semi-automatic Training of an Object Recognition System in Scene Camera Data Using Gaze Tracking and Accelerometers. | Matteo Cognolato, Mara Graziani, Francesca Giordaniello, Gianluca Saetta, Franco Bassetto, Peter C. Brugger, Barbara Caputo, Henning Mller, Manfredo Atzori |
| 2017 | ICVS | Bridging Between Computer and Robot Vision Through Data Augmentation: A Case Study on Object Recognition. | Antonio D'Innocente, Fabio Maria Carlucci, Mirco Colosi, Barbara Caputo |
| 2016 | CVPR | When Nave Bayes Nearest Neighbors Meet Convolutional Neural Networks. | Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo |
| 2016 | ECCV | Learning the Roots of Visual Domain Shift. | Tatiana Tommasi, Martina Lanzi, Paolo Russo, Barbara Caputo |
| 2015 | ICIAP | Transfer Learning Through Greedy Subset Selection. | Ilja Kuzborskij, Francesco Orabona, Barbara Caputo |
| 2015 | ICIAP | Towards Learning Free Naive Bayes Nearest Neighbor-Based Domain Adaptation. | Faraz Saeedan, Barbara Caputo |
| 2014 | CVPR | Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective. | Novi Patricia, Barbara Caputo |
| 2014 | ICPR | Scene Recognition with Naive Bayes Non-linear Learning. | Marco Fornoni, Barbara Caputo |
| 2014 | ICPR | Multi-source Adaptive Learning for Fast Control of Prosthetics Hand. | Novi Patricia, Tatiana Tommasi, Barbara Caputo |
| 2013 | ACML | Multiclass Latent Locally Linear Support Vector Machines. | Marco Fornoni, Barbara Caputo, Francesco Orabona |
| 2013 | CVPR | From N to N+1: Multiclass Transfer Incremental Learning. | Ilja Kuzborskij, Francesco Orabona, Barbara Caputo |
| 2013 | ICCV | Frustratingly Easy NBNN Domain Adaptation. | Tatiana Tommasi, Barbara Caputo |
| 2012 | ACCV | Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer. | Tatiana Tommasi, Novi Quadrianto, Barbara Caputo, Christoph H. Lampert |
| 2012 | BMVC | Indoor Scene Recognition using Task and Saliency-driven Feature Pooling. | Marco Fornoni, Barbara Caputo |
| 2012 | BMVC | Leveraging over prior knowledge for online learning of visual categories. | Tatiana Tommasi, Francesco Orabona, Mohsen Kaboli, Barbara Caputo |
| 2011 | BMVC | A Large-Scale Database of Images and Captions for Automatic Face Naming. | Mert zcan, Jie Luo, Vittorio Ferrari, Barbara Caputo |
| 2011 | ICCV | Multiclass transfer learning from unconstrained priors. | Jie Luo, Tatiana Tommasi, Barbara Caputo |
| 2011 | ICRA | Towards semi-supervised learning of semantic spatial concepts. | Jesus Martnez-Gmez, Barbara Caputo |
| 2010 | CVPR | OM-2: An online multi-class Multi-Kernel Learning algorithm Luo Jie. | Francesco Orabona, Marco Fornoni, Barbara Caputo, Nicol Cesa-Bianchi |
| 2010 | CVPR | Online-batch strongly convex Multi Kernel Learning. | Francesco Orabona, Jie Luo, Barbara Caputo |
| 2010 | CVPR | Safety in numbers: Learning categories from few examples with multi model knowledge transfer. | Tatiana Tommasi, Francesco Orabona, Barbara Caputo |
| 2010 | ICPR | Overview of the ImageCLEF@ICPR 2010 Robot Vision Track. | Andrzej Pronobis, Henrik I. Christensen, Barbara Caputo |
| 2010 | IROS | Object recognition using visuo-affordance maps. | Arjan Gijsberts, Tatiana Tommasi, Giorgio Metta, Barbara Caputo |
| 2009 | ACCV | An Online Framework for Learning Novel Concepts over Multiple Cues. | Jie Luo, Francesco Orabona, Barbara Caputo |
| 2009 | BMVC | The More You Know, the Less You Learn: From Knowledge Transfer to One-shot Learning of Object Categories. | Tatiana Tommasi, Barbara Caputo |
| 2009 | ICIAP | Towards a Theoretical Framework for Learning Multi-modal Patterns for Embodied Agents. | Nicoletta Noceti, Barbara Caputo, Claudio Castellini, Luca Baldassarre, Annalisa Barla, Lorenzo Rosasco, Francesca Odone, Giulio Sandini |
| 2009 | ICRA | Model adaptation with least-squares SVM for adaptive hand prosthetics. | Francesco Orabona, Claudio Castellini, Barbara Caputo, Angelo Emanuele Fiorilla, Giulio Sandini |
| 2009 | IROS | You live, you learn, you forget: Continuous learning of visual places with a forgetting mechanism. | Muhammad Muneeb Ullah, Francesco Orabona, Barbara Caputo |
| 2009 | MICCAI | Overview of the First Workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009. | Henning Mller, Jayashree Kalpathy-Cramer, Barbara Caputo, Tanveer Fathima Syeda-Mahmood, Fei Wang |
| 2008 | ICMI | The DIRAC AWEAR audio-visual platform for detection of unexpected and incongruent events. | Jrn Anemller, Jrg-Hendrik Bach, Barbara Caputo, Michal Havlena, Jie Luo, Hendrik Kayser, Bastian Leibe, Petr Motlcek, Toms Pajdla, Misha Pavel, Akihiko Torii, Luc Van Gool, Alon Zweig, Hynek Hermansky |
| 2008 | ICML | The projectron: a bounded kernel-based Perceptron. | Francesco Orabona, Joseph Keshet, Barbara Caputo |
| 2008 | ICRA | SVM-based discriminative accumulation scheme for place recognition. | Andrzej Pronobis, scar Martnez Mozos, Barbara Caputo |
| 2008 | ICRA | Towards robust place recognition for robot localization. | Muhammad Muneeb Ullah, Andrzej Pronobis, Barbara Caputo, Jie Luo, Patric Jensfelt, Henrik I. Christensen |
| 2008 | ICVS | Object Category Detection Using Audio-Visual Cues. | Jie Luo, Barbara Caputo, Alon Zweig, Jrg-Hendrik Bach, Jrn Anemller |
| 2007 | IROS | Incremental learning for place recognition in dynamic environments. | Jie Luo, Andrzej Pronobis, Barbara Caputo, Patric Jensfelt |
| 2007 | IROS | Confidence-based cue integration for visual place recognition. | Andrzej Pronobis, Barbara Caputo |
| 2006 | ECCV | Melanoma Recognition Using Representative and Discriminative Kernel Classifiers. | Tatiana Tommasi, Elisabetta La Torre, Barbara Caputo |
| 2006 | IROS | A Discriminative Approach to Robust Visual Place Recognition. | Andrzej Pronobis, Barbara Caputo, Patric Jensfelt, Henrik I. Christensen |
| 2006 | IROS | A Discriminative Approach to Robust Visual Place Recognition. | Andrzej Pronobis, Barbara Caputo, Patric Jensfelt, Henrik I. Christensen |
| 2005 | ICCV | Class-Specific Material Categorisation. | Barbara Caputo, Eric Hayman, P. Mallikarjuna |
| 2005 | ICCV | Integrating Representative and Discriminative Models for Object Category Detection. | Mario Fritz, Bastian Leibe, Barbara Caputo, Bernt Schiele |
| 2004 | CVPR | Cue Integration through Discriminative Accumulation. | Maria-Elena Nilsback, Barbara Caputo |
| 2004 | ECCV | On the Significance of Real-World Conditions for Material Classification. | Eric Hayman, Barbara Caputo, Mario Fritz, Jan-Olof Eklundh |
| 2004 | ICPR | Object Categorization via Local Kernels. | Barbara Caputo, Christian Wallraven, Maria-Elena Nilsback |
| 2004 | ICPR | Recognizing Human Actions: A Local SVM Approach. | Christian Schldt, Ivan Laptev, Barbara Caputo |
| 2003 | ICCV | Recognition with Local Features: the Kernel Recipe. | Christian Wallraven, Barbara Caputo, Arnulf B. A. Graf |
| 2002 | ICANN | Storage Capacity of Kernel Associative Memories. | Barbara Caputo, Heinrich Niemann |
| 2002 | ICPR | Robust Appearance-Based Object Recognition Using a Fully Connected Markov Random Field. | Barbara Caputo, Sahla Bouattour, Heinrich Niemann |
| 2002 | ICPR | To Each According to its Need: Kernel Class Specific Classifiers. | Barbara Caputo, Heinrich Niemann |