Barbara Caputo

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 198

Top Venues

CoRR

IEEE Robotics Autom. Lett.

CVPR

WACV

Royal Institute of Technology, Stockholm, Sweden (PHD)

Education History

Royal Institute of Technology, Stockholm, Sweden

PHD

Publications

Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone
JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition. IEEE Robotics Autom. Lett. 9 (2) (2024)
Giovanni Barbarani, Mohamad Mostafa, Hajali Bayramov, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
Are Local Features All You Need for Cross-Domain Visual Place Recognition? CoRR (2023)
Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. WACV (2023)
Edoardo Arnaudo, Antonio Tavera, Carlo Masone, Fabrizio Dominici, Barbara Caputo
Hierarchical Instance Mixing Across Domains in Aerial Segmentation. IEEE Access 11 (2023)
Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Juan Aragon, Barbara Caputo
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition. CoRR (2023)
Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo
Unmasking Anomalies in Road-Scene Segmentation. ICCV (2023)
Niccolò Cavagnero, Luca Robbiano, Francesca Pistilli, Barbara Caputo, Giuseppe Averta
Entropic Score metric: Decoupling Topology and Size in Training-free NAS. CoRR (2023)
Debora Caldarola, Barbara Caputo, Marco Ciccone
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. ICCV (Workshops) (2023)
Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. ICCV (Workshops) (2023)
Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations. ICCV (2023)
Eros Fanì, Marco Ciccone, Barbara Caputo
FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving. CoRR (2023)
Amirshayan Nasirimajd, Simone Alberto Peirone, Chiara Plizzari, Barbara Caputo
EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge: Mixed Sequences Prediction. CoRR (2023)
Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta
FreeREA: Training-Free Evolution-based Architecture Search. WACV (2023)
Gabriele Goletto, Mirco Planamente, Barbara Caputo, Giuseppe Averta
Bringing Online Egocentric Action Recognition Into the Wild. IEEE Robotics Autom. Lett. 8 (4) (2023)
Julian Neubert, Mirco Planamente, Chiara Plizzari, Barbara Caputo
LCMV: Lightweight Classification Module for Video Domain Adaptation. ICIAP (2) (2023)
Niccolò Cavagnero, Luca Robbiano, Francesca Pistilli, Barbara Caputo, Giuseppe Averta
Entropic Score metric: Decoupling Topology and Size in Training-free NAS. ICCV (Workshops) (2023)
Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone
EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition. CoRR (2023)
Shyam Nandan Rai, Fabio Cermelli, Barbara Caputo, Carlo Masone
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation. CoRR (2023)
Giovanni Barbarani, Mohamad Mostafa, Hajali Bayramov, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
Are Local Features All You Need for Cross-Domain Visual Place Recognition? CVPR Workshops (2023)
Debora Caldarola, Barbara Caputo, Marco Ciccone
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. CoRR (2023)
Simone Alberto Peirone, Mirco Planamente, Barbara Caputo, Giuseppe Averta
Test Time Adaptation for Egocentric Vision. Ital-IA (2023)
Gabriele Trivigno, Gabriele Moreno Berton, Juan Aragon, Barbara Caputo, Carlo Masone
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition. ICCV (2023)
Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone
EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition. ICCV (2023)
Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo
Unmasking Anomalies in Road-Scene Segmentation. CoRR (2023)
Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations. CoRR (2023)
Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
Rethinking Visual Geo-localization for Large-Scale Applications. CVPR (2022)
Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo
Modeling Missing Annotations for Incremental Learning in Object Detection. CVPR Workshops (2022)
Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo
Modeling Missing Annotations for Incremental Learning in Object Detection. CoRR (2022)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola, Marco Ciccone, Barbara Caputo
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. ICPR (2022)
Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo
Incremental Learning in Semantic Segmentation from Image Labels. CVPR (2022)
Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. ICIAP (2) (2022)
Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. CoRR (2022)
Dario Fontanel, Matteo Tarantino, Fabio Cermelli, Barbara Caputo
Detecting the unknown in Object Detection. CoRR (2022)
Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
Rethinking Visual Geo-localization for Large-Scale Applications. CoRR (2022)
Debora Caldarola, Barbara Caputo, Marco Ciccone
Improving Generalization in Federated Learning by Seeking Flat Minima. CoRR (2022)
Lidia Fantauzzo, Eros Fani', Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. CoRR (2022)
Gabriele Moreno Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka, Torsten Sattler, Barbara Caputo
Deep Visual Geo-localization Benchmark. CVPR (2022)
Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation. WACV (2022)
Mirco Plananamente, Chiara Plizzari, Barbara Caputo
Test-Time Adaptation for Egocentric Action Recognition. ICIAP (3) (2022)
Gabriele Goletto, Mirco Planamente, Barbara Caputo, Giuseppe Averta
Bringing Online Egocentric Action Recognition into the wild. CoRR (2022)
Riccardo Mereu, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
Learning Sequential Descriptors for Sequence-Based Visual Place Recognition. IEEE Robotics Autom. Lett. 7 (4) (2022)
Valerio Paolicelli, Gabriele Moreno Berton, Francesco Montagna, Carlo Masone, Barbara Caputo
Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach. Frontiers Comput. Sci. 4 (2022)
Valerio Paolicelli, Antonio Tavera, Carlo Masone, Gabriele Moreno Berton, Barbara Caputo
Learning Semantics for Visual Place Recognition Through Multi-scale Attention. ICIAP (2) (2022)
Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi
Self-Supervised Learning Across Domains. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Chiara Plizzari, Mirco Planamente, Gabriele Goletto, Marco Cannici, Emanuele Gusso, Matteo Matteucci, Barbara Caputo
(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition. CVPR (2022)
Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. WACV (2022)
Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta
FreeREA: Training-Free Evolution-based Architecture Search. CoRR (2022)
Valerio Paolicelli, Antonio Tavera, Carlo Masone, Gabriele Moreno Berton, Barbara Caputo
Learning Semantics for Visual Place Recognition through Multi-Scale Attention. CoRR (2022)
Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo
Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition. WACV (2022)
Antonio Tavera, Edoardo Arnaudo, Carlo Masone, Barbara Caputo
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images. CoRR (2022)
Francesco Cappio Borlino, Salvatore Polizzotto, Barbara Caputo, Tatiana Tommasi
Self-supervision & meta-learning for one-shot unsupervised cross-domain detection. Comput. Vis. Image Underst. 223 (2022)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. CoRR (2022)
Luca Robbiano, Muhammad Rameez Ur Rahman, Fabio Galasso, Barbara Caputo, Fabio Maria Carlucci
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation. WACV (2022)
Edoardo Arnaudo, Antonio Tavera, Fabrizio Dominici, Carlo Masone, Barbara Caputo
Hierarchical Instance Mixing across Domains in Aerial Segmentation. CoRR (2022)
Mirco Planamente, Gabriele Goletto, Gabriele Trivigno, Giuseppe Averta, Barbara Caputo
PoliTO-IIT-CINI Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition. CoRR (2022)
Gabriele Moreno Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka, Torsten Sattler, Barbara Caputo
Deep Visual Geo-localization Benchmark. CoRR (2022)
Dario Fontanel, Fabio Cermelli, Antonino Geraci, Mauro Musarra, Matteo Tarantino, Barbara Caputo
Relaxing the Forget Constraints in Open World Recognition. ICIAP (1) (2022)
Riccardo Mereu, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
Learning Sequential Descriptors for Sequence-based Visual Place Recognition. CoRR (2022)
Antonio Tavera, Edoardo Arnaudo, Carlo Masone, Barbara Caputo
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images. CVPR Workshops (2022)
Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola, Marco Ciccone, Barbara Caputo
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. CoRR (2022)
Mirco Planamente, Gabriele Goletto, Gabriele Trivigno, Giuseppe Averta, Barbara Caputo
Toward Human-Robot Cooperation: Unsupervised Domain Adaptation for Egocentric Action Recognition. HFR (2022)
Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. IROS (2022)
Debora Caldarola, Barbara Caputo, Marco Ciccone
Improving Generalization in Federated Learning by Seeking Flat Minima. ECCV (23) (2022)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
Detecting Anomalies in Semantic Segmentation With Prototypes. CVPR Workshops (2021)
Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. CoRR (2021)
Marco Cannici, Chiara Plizzari, Mirco Planamente, Marco Ciccone, Andrea Bottino, Barbara Caputo, Matteo Matteucci
N-ROD: A Neuromorphic Dataset for Synthetic-to-Real Domain Adaptation. CVPR Workshops (2021)
Carlo Masone, Barbara Caputo
A Survey on Deep Visual Place Recognition. IEEE Access 9 (2021)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
On the Challenges of Open World Recognitionunder Shifting Visual Domains. CoRR (2021)
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Inferring Latent Domains for Unsupervised Deep Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43 (2) (2021)
Chiara Plizzari, Mirco Planamente, Gabriele Goletto, Marco Cannici, Emanuele Gusso, Matteo Matteucci, Barbara Caputo
(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition. CoRR (2021)
Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
A Closer Look at Self-Training for Zero-Label Semantic Segmentation. CVPR Workshops (2021)
Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo
Cross-Domain First Person Audio-Visual Action Recognition through Relative Norm Alignment. CoRR (2021)
Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43 (12) (2021)
Francesco Cappio Borlino, S. Polizzotto, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi
Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection. CoRR (2021)
Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo
Cluster-driven Graph Federated Learning over Multiple Domains. CoRR (2021)
Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo
Incremental Learning in Semantic Segmentation from Image Labels. CoRR (2021)
Gabriele Moreno Berton, Valerio Paolicelli, Carlo Masone, Barbara Caputo
Adaptive-Attentive Geolocalization from few queries: a hybrid approach. WACV (2021)
Chiara Plizzari, Mirco Planamente, Emanuele Alberti, Barbara Caputo
PoliTO-IIT Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition. CoRR (2021)
Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation. CoRR (2021)
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
Inferring Latent Domains for Unsupervised Deep Domain Adaptation. CoRR (2021)
Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
A Closer Look at Self-training for Zero-Label Semantic Segmentation. CoRR (2021)
Barbara Caputo
Towards Recognizing New Semantic Concepts in New Visual Domains. DeLTA (2021)
Mirco Planamente, Chiara Plizzari, Marco Cannici, Marco Ciccone, Francesco Strada, Andrea Bottino, Matteo Matteucci, Barbara Caputo
DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation. CoRR (2021)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
On the Challenges of Open World Recognition Under Shifting Visual Domains. IEEE Robotics Autom. Lett. 6 (2) (2021)
Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo
Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition. CoRR (2021)
Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
Prototype-based Incremental Few-Shot Segmentation. BMVC (2021)
Luca Robbiano, Muhammad Rameez Ur Rahman, Fabio Galasso, Barbara Caputo, Fabio Maria Carlucci
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation. CoRR (2021)
Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo
Cluster-Driven Graph Federated Learning Over Multiple Domains. CVPR Workshops (2021)
Antonio Tavera, Carlo Masone, Barbara Caputo
Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation. CoRR (2021)
Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. CoRR (2021)
Tatiana Tommasi, Silvia Bucci, Barbara Caputo, Pietro Asinari
Towards Fairness Certification in Artificial Intelligence. CoRR (2021)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
Detecting Anomalies in Semantic Segmentation with Prototypes. CoRR (2021)
Mirco Planamente, Chiara Plizzari, Marco Cannici, Marco Ciccone, Francesco Strada, Andrea Bottino, Matteo Matteucci, Barbara Caputo
DA4Event: Towards Bridging the Sim-to-Real Gap for Event Cameras Using Domain Adaptation. IEEE Robotics Autom. Lett. 6 (4) (2021)
Gabriele Moreno Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo
Viewpoint Invariant Dense Matching for Visual Geolocalization. ICCV (2021)
Gabriele Moreno Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo
Viewpoint Invariant Dense Matching for Visual Geolocalization. CoRR (2021)
Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
Boosting Binary Masks for Multi-Domain Learning through Affine Transformations. CoRR (2021)
Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi
Self-Supervised Learning Across Domains. CoRR (2020)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Boosting Deep Open World Recognition by Clustering. CoRR (2020)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental Learning in Semantic Segmentation. CVPR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Barbara Caputo