Barbara Caputo

330 papers A* 40A 22B 8C 5Misc 1Journal 156Unranked 87

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning. CVPR Debora Caldarola, Pietro Cagnasso, Barbara Caputo, Marco Ciccone
2025	J	`jnl`	Diversity-Driven Learning: Tackling Spurious Correlations and Data Heterogeneity in Federated Models. CoRR Gergely Dániel Németh, Eros Fanì, Yeat Jeng Ng, Barbara Caputo, Miguel Angel Lozano, Nuria Oliver, Novi Quadrianto
2025	J	`jnl`	Domain Generalization using Action Sequences for Egocentric Action Recognition. CoRR Amirshayan Nasirimajd, Chiara Plizzari, Simone Alberto Peirone, Marco Ciccone, Giuseppe Averta, Barbara Caputo
2025	J	`jnl`	Domain generalization using action sequences for egocentric action recognition. Pattern Recognit. Lett. Amirshayan Nasirimajd, Chiara Plizzari, Simone Alberto Peirone, Marco Ciccone, Giuseppe Averta, Barbara Caputo
2025	J	`jnl`	Egocentric zone-aware action recognition across environments. Pattern Recognit. Lett. Simone Alberto Peirone, Gabriele Goletto, Mirco Planamente, Andrea Bottino, Barbara Caputo, Giuseppe Averta
2025	A*	`conf`	Interaction-Aware Gaussian Weighting for Clustered Federated Learning. ICML Alessandro Licciardi, Davide Leo, Eros Fanì, Barbara Caputo, Marco Ciccone
2025	J	`jnl`	Interaction-Aware Gaussian Weighting for Clustered Federated Learning. CoRR Alessandro Licciardi, Davide Leo, Eros Fanì, Barbara Caputo, Marco Ciccone
2025	J	`jnl`	Resource-Efficient Personalization in Federated Learning With Closed-Form Classifiers. IEEE Access Eros Fanì, Raffaello Camoriano, Barbara Caputo, Marco Ciccone
2025	—	`conf`	Road Obstacle Video Segmentation. DAGM GCPR Shyam Nandan Rai, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Barbara Caputo, Carlo Masone, Zeynep Akata
2025	J	`jnl`	Road Obstacle Video Segmentation. CoRR Shyam Nandan Rai, Shyamgopal Karthik, Mariana-Iuliana Georgescu, Barbara Caputo, Carlo Masone, Zeynep Akata
2024	J	`jnl`	Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients. IEEE Access Andrea Silvi, Andrea Rizzardi, Debora Caldarola, Barbara Caputo, Marco Ciccone
2024	A*	`conf`	Accelerating Heterogeneous Federated Learning with Closed-form Classifiers. ICML Eros Fanì, Raffaello Camoriano, Barbara Caputo, Marco Ciccone
2024	J	`jnl`	Accelerating Heterogeneous Federated Learning with Closed-form Classifiers. CoRR Eros Fanì, Raffaello Camoriano, Barbara Caputo, Marco Ciccone
2024	J	`jnl`	Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning. CoRR Debora Caldarola, Pietro Cagnasso, Barbara Caputo, Marco Ciccone
2024	J	`jnl`	Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. CoRR Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo
2024	A*	`conf`	EarthLoc: Astronaut Photography Localization by Indexing Earth from Space. CVPR Gabriele Moreno Berton, Alex Stoken, Barbara Caputo, Carlo Masone
2024	J	`jnl`	EarthLoc: Astronaut Photography Localization by Indexing Earth from Space. CoRR Gabriele Moreno Berton, Alex Stoken, Barbara Caputo, Carlo Masone
2024	—	`conf`	EarthMatch: Iterative Coregistration for Fine-grained Localization of Astronaut Photography. CVPR Workshops Gabriele Moreno Berton, Gabriele Goletto, Gabriele Trivigno, Alex Stoken, Barbara Caputo, Carlo Masone
2024	J	`jnl`	EarthMatch: Iterative Coregistration for Fine-grained Localization of Astronaut Photography. CoRR Gabriele Moreno Berton, Gabriele Goletto, Gabriele Trivigno, Alex Stoken, Barbara Caputo, Carlo Masone
2024	J	`jnl`	Egocentric zone-aware action recognition across environments. CoRR Simone Alberto Peirone, Gabriele Goletto, Mirco Planamente, Andrea Bottino, Barbara Caputo, Giuseppe Averta
2024	J	`jnl`	JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition. CoRR Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone
2024	J	`jnl`	JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition. IEEE Robotics Autom. Lett. Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone
2024	J	`jnl`	Mask2Anomaly: Mask Transformer for Universal Open-Set Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Shyam Nandan Rai, Fabio Cermelli, Barbara Caputo, Carlo Masone
2024	—	`conf`	MeshVPR: Citywide Visual Place Recognition Using 3D Meshes. ECCV (74) Gabriele Moreno Berton, Lorenz Junglas, Riccardo Zaccone, Thomas Pollok, Barbara Caputo, Carlo Masone
2024	J	`jnl`	MeshVPR: Citywide Visual Place Recognition Using 3D Meshes. CoRR Gabriele Moreno Berton, Lorenz Junglas, Riccardo Zaccone, Thomas Pollok, Barbara Caputo, Carlo Masone
2024	J	`jnl`	Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification. Int. J. Comput. Vis. Mirco Planamente, Chiara Plizzari, Simone Alberto Peirone, Barbara Caputo, Andrea Bottino
2024	A*	`conf`	The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement. CVPR Gabriele Trivigno, Carlo Masone, Barbara Caputo, Torsten Sattler
2024	J	`jnl`	The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement. CoRR Gabriele Trivigno, Carlo Masone, Barbara Caputo, Torsten Sattler
2023	—	`conf`	Are Local Features All You Need for Cross-Domain Visual Place Recognition? CVPR Workshops Giovanni Barbarani, Mohamad Mostafa, Hajali Bayramov, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
2023	J	`jnl`	Are Local Features All You Need for Cross-Domain Visual Place Recognition? CoRR Giovanni Barbarani, Mohamad Mostafa, Hajali Bayramov, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
2023	J	`jnl`	Bringing Online Egocentric Action Recognition Into the Wild. IEEE Robotics Autom. Lett. Gabriele Goletto, Mirco Planamente, Barbara Caputo, Giuseppe Averta
2023	—	`conf`	Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. ICCV (Workshops) Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo
2023	A*	`conf`	Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition. ICCV Gabriele Trivigno, Gabriele Moreno Berton, Juan Aragon, Barbara Caputo, Carlo Masone
2023	J	`jnl`	Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition. CoRR Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Juan Aragon, Barbara Caputo
2023	J	`jnl`	EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge: Mixed Sequences Prediction. CoRR Amirshayan Nasirimajd, Simone Alberto Peirone, Chiara Plizzari, Barbara Caputo
2023	A*	`conf`	EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition. ICCV Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone
2023	J	`jnl`	EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition. CoRR Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone
2023	—	`conf`	Entropic Score metric: Decoupling Topology and Size in Training-free NAS. ICCV (Workshops) Niccolò Cavagnero, Luca Robbiano, Francesca Pistilli, Barbara Caputo, Giuseppe Averta
2023	J	`jnl`	Entropic Score metric: Decoupling Topology and Size in Training-free NAS. CoRR Niccolò Cavagnero, Luca Robbiano, Francesca Pistilli, Barbara Caputo, Giuseppe Averta
2023	J	`jnl`	FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving. CoRR Eros Fanì, Marco Ciccone, Barbara Caputo
2023	A	`conf`	FreeREA: Training-Free Evolution-based Architecture Search. WACV Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta
2023	J	`jnl`	Hierarchical Instance Mixing Across Domains in Aerial Segmentation. IEEE Access Edoardo Arnaudo, Antonio Tavera, Carlo Masone, Fabrizio Dominici, Barbara Caputo
2023	—	`conf`	LCMV: Lightweight Classification Module for Video Domain Adaptation. ICIAP (2) Julian Neubert, Mirco Planamente, Chiara Plizzari, Barbara Caputo
2023	A	`conf`	Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. WACV Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo
2023	J	`jnl`	Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation. CoRR Shyam Nandan Rai, Fabio Cermelli, Barbara Caputo, Carlo Masone
2023	—	`conf`	Test Time Adaptation for Egocentric Vision. Ital-IA Simone Alberto Peirone, Mirco Planamente, Barbara Caputo, Giuseppe Averta
2023	A*	`conf`	Unmasking Anomalies in Road-Scene Segmentation. ICCV Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo
2023	J	`jnl`	Unmasking Anomalies in Road-Scene Segmentation. CoRR Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo
2023	A*	`conf`	What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations. ICCV Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen
2023	J	`jnl`	What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations. CoRR Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen
2023	—	`conf`	Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. ICCV (Workshops) Debora Caldarola, Barbara Caputo, Marco Ciccone
2023	J	`jnl`	Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. CoRR Debora Caldarola, Barbara Caputo, Marco Ciccone
2022	—	`conf`	A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. ICIAP (2) Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo
2022	J	`jnl`	Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach. Frontiers Comput. Sci. Valerio Paolicelli, Gabriele Moreno Berton, Francesco Montagna, Carlo Masone, Barbara Caputo
2022	A	`conf`	Adversarial Branch Architecture Search for Unsupervised Domain Adaptation. WACV Luca Robbiano, Muhammad Rameez Ur Rahman, Fabio Galasso, Barbara Caputo, Fabio Maria Carlucci
2022	—	`conf`	Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images. CVPR Workshops Antonio Tavera, Edoardo Arnaudo, Carlo Masone, Barbara Caputo
2022	J	`jnl`	Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images. CoRR Antonio Tavera, Edoardo Arnaudo, Carlo Masone, Barbara Caputo
2022	J	`jnl`	Bringing Online Egocentric Action Recognition into the wild. CoRR Gabriele Goletto, Mirco Planamente, Barbara Caputo, Giuseppe Averta
2022	A*	`conf`	Deep Visual Geo-localization Benchmark. CVPR Gabriele Moreno Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka, Torsten Sattler, Barbara Caputo
2022	J	`jnl`	Deep Visual Geo-localization Benchmark. CoRR Gabriele Moreno Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka, Torsten Sattler, Barbara Caputo
2022	J	`jnl`	Detecting the unknown in Object Detection. CoRR Dario Fontanel, Matteo Tarantino, Fabio Cermelli, Barbara Caputo
2022	A	`conf`	Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation. WACV Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi
2022	A	`conf`	Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition. WACV Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo
2022	A*	`conf`	E CVPR Chiara Plizzari, Mirco Planamente, Gabriele Goletto, Marco Cannici, Emanuele Gusso, Matteo Matteucci, Barbara Caputo
2022	A	`conf`	FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. IROS Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo
2022	J	`jnl`	FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. CoRR Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo
2022	J	`jnl`	FreeREA: Training-Free Evolution-based Architecture Search. CoRR Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta
2022	J	`jnl`	Hierarchical Instance Mixing across Domains in Aerial Segmentation. CoRR Edoardo Arnaudo, Antonio Tavera, Fabrizio Dominici, Carlo Masone, Barbara Caputo
2022	—	`conf`	Improving Generalization in Federated Learning by Seeking Flat Minima. ECCV (23) Debora Caldarola, Barbara Caputo, Marco Ciccone
2022	J	`jnl`	Improving Generalization in Federated Learning by Seeking Flat Minima. CoRR Debora Caldarola, Barbara Caputo, Marco Ciccone
2022	A*	`conf`	Incremental Learning in Semantic Segmentation from Image Labels. CVPR Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo
2022	J	`jnl`	Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. CoRR Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo
2022	—	`conf`	Learning Semantics for Visual Place Recognition Through Multi-scale Attention. ICIAP (2) Valerio Paolicelli, Antonio Tavera, Carlo Masone, Gabriele Moreno Berton, Barbara Caputo
2022	J	`jnl`	Learning Semantics for Visual Place Recognition through Multi-Scale Attention. CoRR Valerio Paolicelli, Antonio Tavera, Carlo Masone, Gabriele Moreno Berton, Barbara Caputo
2022	J	`jnl`	Learning Sequential Descriptors for Sequence-Based Visual Place Recognition. IEEE Robotics Autom. Lett. Riccardo Mereu, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
2022	J	`jnl`	Learning Sequential Descriptors for Sequence-based Visual Place Recognition. CoRR Riccardo Mereu, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
2022	—	`conf`	Modeling Missing Annotations for Incremental Learning in Object Detection. CVPR Workshops Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo
2022	J	`jnl`	Modeling Missing Annotations for Incremental Learning in Object Detection. CoRR Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo
2022	J	`jnl`	Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. CoRR Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2022	J	`jnl`	Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2022	—	`ed.`	NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December 2021, Online. NeurIPS (Competition and Demos) Douwe Kiela, Marco Ciccone, Barbara Caputo
2022	A	`conf`	Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. WACV Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo
2022	J	`jnl`	PoliTO-IIT-CINI Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition. CoRR Mirco Planamente, Gabriele Goletto, Gabriele Trivigno, Giuseppe Averta, Barbara Caputo
2022	—	`conf`	Relaxing the Forget Constraints in Open World Recognition. ICIAP (1) Dario Fontanel, Fabio Cermelli, Antonino Geraci, Mauro Musarra, Matteo Tarantino, Barbara Caputo
2022	A*	`conf`	Rethinking Visual Geo-localization for Large-Scale Applications. CVPR Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
2022	J	`jnl`	Rethinking Visual Geo-localization for Large-Scale Applications. CoRR Gabriele Moreno Berton, Carlo Masone, Barbara Caputo
2022	J	`jnl`	Self-Supervised Learning Across Domains. IEEE Trans. Pattern Anal. Mach. Intell. Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi
2022	J	`jnl`	Self-supervision & meta-learning for one-shot unsupervised cross-domain detection. Comput. Vis. Image Underst. Francesco Cappio Borlino, Salvatore Polizzotto, Barbara Caputo, Tatiana Tommasi
2022	B	`conf`	Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. ICPR Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola, Marco Ciccone, Barbara Caputo
2022	J	`jnl`	Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. CoRR Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola, Marco Ciccone, Barbara Caputo
2022	—	`conf`	Test-Time Adaptation for Egocentric Action Recognition. ICIAP (3) Mirco Planamente, Chiara Plizzari, Barbara Caputo
2022	—	`conf`	Toward Human-Robot Cooperation: Unsupervised Domain Adaptation for Egocentric Action Recognition. HFR Mirco Planamente, Gabriele Goletto, Gabriele Trivigno, Giuseppe Averta, Barbara Caputo
2021	—	`conf`	A Closer Look at Self-Training for Zero-Label Semantic Segmentation. CVPR Workshops Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
2021	J	`jnl`	A Closer Look at Self-training for Zero-Label Semantic Segmentation. CoRR Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
2021	J	`jnl`	A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. CoRR Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo
2021	J	`jnl`	A Survey on Deep Visual Place Recognition. IEEE Access Carlo Masone, Barbara Caputo
2021	A	`conf`	Adaptive-Attentive Geolocalization from few queries: a hybrid approach. WACV Gabriele Moreno Berton, Valerio Paolicelli, Carlo Masone, Barbara Caputo
2021	J	`jnl`	Adversarial Branch Architecture Search for Unsupervised Domain Adaptation. CoRR Luca Robbiano, Muhammad Rameez Ur Rahman, Fabio Galasso, Barbara Caputo, Fabio Maria Carlucci
2021	J	`jnl`	Boosting Binary Masks for Multi-Domain Learning through Affine Transformations. CoRR Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
2021	—	`conf`	Cluster-Driven Graph Federated Learning Over Multiple Domains. CVPR Workshops Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo
2021	J	`jnl`	Cluster-driven Graph Federated Learning over Multiple Domains. CoRR Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo
2021	J	`jnl`	Cross-Domain First Person Audio-Visual Action Recognition through Relative Norm Alignment. CoRR Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo
2021	J	`jnl`	DA4Event: Towards Bridging the Sim-to-Real Gap for Event Cameras Using Domain Adaptation. IEEE Robotics Autom. Lett. Mirco Planamente, Chiara Plizzari, Marco Cannici, Marco Ciccone, Francesco Strada, Andrea Bottino, Matteo Matteucci, Barbara Caputo
2021	J	`jnl`	DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation. CoRR Mirco Planamente, Chiara Plizzari, Marco Cannici, Marco Ciccone, Francesco Strada, Andrea Bottino, Matteo Matteucci, Barbara Caputo
2021	—	`conf`	Detecting Anomalies in Semantic Segmentation With Prototypes. CVPR Workshops Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
2021	J	`jnl`	Detecting Anomalies in Semantic Segmentation with Prototypes. CoRR Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
2021	J	`jnl`	Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation. CoRR Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi
2021	J	`jnl`	Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition. CoRR Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo
2021	J	`jnl`	E CoRR Chiara Plizzari, Mirco Planamente, Gabriele Goletto, Marco Cannici, Emanuele Gusso, Matteo Matteucci, Barbara Caputo
2021	J	`jnl`	Incremental Learning in Semantic Segmentation from Image Labels. CoRR Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo
2021	J	`jnl`	Inferring Latent Domains for Unsupervised Deep Domain Adaptation. CoRR Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2021	J	`jnl`	Inferring Latent Domains for Unsupervised Deep Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2021	J	`jnl`	MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
2021	—	`conf`	N-ROD: A Neuromorphic Dataset for Synthetic-to-Real Domain Adaptation. CVPR Workshops Marco Cannici, Chiara Plizzari, Mirco Planamente, Marco Ciccone, Andrea Bottino, Barbara Caputo, Matteo Matteucci
2021	J	`jnl`	On the Challenges of Open World Recognition Under Shifting Visual Domains. IEEE Robotics Autom. Lett. Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
2021	J	`jnl`	On the Challenges of Open World Recognitionunder Shifting Visual Domains. CoRR Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
2021	J	`jnl`	Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. CoRR Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo
2021	J	`jnl`	PoliTO-IIT Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition. CoRR Chiara Plizzari, Mirco Planamente, Emanuele Alberti, Barbara Caputo
2021	A	`conf`	Prototype-based Incremental Few-Shot Segmentation. BMVC Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
2021	J	`jnl`	Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation. CoRR Antonio Tavera, Carlo Masone, Barbara Caputo
2021	J	`jnl`	Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection. CoRR Francesco Cappio Borlino, Salvatore Polizzotto, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi
2021	J	`jnl`	Towards Fairness Certification in Artificial Intelligence. CoRR Tatiana Tommasi, Silvia Bucci, Barbara Caputo, Pietro Asinari
2021	—	`conf`	Towards Recognizing New Semantic Concepts in New Visual Domains. DeLTA Barbara Caputo
2021	A*	`conf`	Viewpoint Invariant Dense Matching for Visual Geolocalization. ICCV Gabriele Moreno Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo
2021	J	`jnl`	Viewpoint Invariant Dense Matching for Visual Geolocalization. CoRR Gabriele Moreno Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo
2020	J	`jnl`	A Few Guidelines for Incremental Few-Shot Segmentation. CoRR Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
2020	J	`jnl`	A Response Retrieval Approach for Dialogue Using a Multi-Attentive Transformer. CoRR Matteo Antonio Senese, Alberto Benincasa, Barbara Caputo, Giuseppe Rizzo
2020	J	`jnl`	Adaptive-Attentive Geolocalization from few queries: a hybrid approach. CoRR Gabriele Moreno Berton, Valerio Paolicelli, Carlo Masone, Barbara Caputo
2020	J	`jnl`	Boosting Deep Open World Recognition by Clustering. CoRR Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2020	J	`jnl`	Boosting Deep Open World Recognition by Clustering. IEEE Robotics Autom. Lett. Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2020	J	`jnl`	Boosting binary masks for multi-domain learning through affine transformations. Mach. Vis. Appl. Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
2020	J	`jnl`	IDDA: A Large-Scale Multi-Domain Dataset for Autonomous Driving. IEEE Robotics Autom. Lett. Emanuele Alberti, Antonio Tavera, Carlo Masone, Barbara Caputo
2020	J	`jnl`	IDDA: a large-scale multi-domain dataset for autonomous driving. CoRR Emanuele Alberti, Antonio Tavera, Carlo Masone, Barbara Caputo
2020	J	`jnl`	Joint Encoding of Appearance and Motion Features with Self-supervision for First Person Action Recognition. CoRR Mirco Planamente, Andrea Bottino, Barbara Caputo
2020	A*	`conf`	Modeling the Background for Incremental Learning in Semantic Segmentation. CVPR Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2020	J	`jnl`	Modeling the Background for Incremental Learning in Semantic Segmentation. CoRR Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2020	—	`conf`	One-Shot Unsupervised Cross-Domain Detection. ECCV (16) Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi
2020	J	`jnl`	One-Shot Unsupervised Cross-Domain Detection. CoRR Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi
2020	B	`conf`	Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition. ICPR Mirco Planamente, Andrea Bottino, Barbara Caputo
2020	J	`jnl`	Self-Supervised Learning Across Domains. CoRR Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi
2020	B	`conf`	Shape Consistent 2D Keypoint Estimation under Domain Shift. ICPR Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2020	J	`jnl`	Shape Consistent 2D Keypoint Estimation under Domain Shift. CoRR Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2020	—	`conf`	Towards Recognizing Unseen Categories in Unseen Domains. ECCV (23) Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo
2020	J	`jnl`	Towards Recognizing Unseen Categories in Unseen Domains. CoRR Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo
2020	J	`jnl`	Unsupervised Domain Adaptation Through Inter-Modal Rotation for RGB-D Object Recognition. IEEE Robotics Autom. Lett. Mohammad Reza Loghmani, Luca Robbiano, Mirco Planamente, Kiru Park, Barbara Caputo, Markus Vincze
2020	J	`jnl`	Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition. CoRR Mohammad Reza Loghmani, Luca Robbiano, Mirco Planamente, Kiru Park, Barbara Caputo, Markus Vincze
2019	A*	`conf`	AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs. CVPR Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2019	J	`jnl`	AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs. CoRR Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2019	—	`conf`	Automatic Creation of Large Scale Object Databases from Web Resources: A Case Study in Robot Vision. ICIAP (2) Dario Molinari, Giulia Pasquale, Lorenzo Natale, Barbara Caputo
2019	—	`conf`	Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. ICIAP (2) Massimiliano Mancini, Lorenzo Porzi, Fabio Cermelli, Barbara Caputo
2019	A*	`conf`	Domain Generalization by Solving Jigsaw Puzzles. CVPR Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi
2019	J	`jnl`	Domain Generalization by Solving Jigsaw Puzzles. CoRR Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi
2019	—	`conf`	Hallucinating Agnostic Images to Generalize Across Domains. ICCV Workshops Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo
2019	—	`ch.`	Image Retrieval Evaluation in Specific Domains. Information Retrieval Evaluation in a Changing World Luca Piras, Barbara Caputo, Duc-Tien Dang-Nguyen, Michael Riegler, Pål Halvorsen
2019	A*	`conf`	Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition. ICRA Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo
2019	J	`jnl`	Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition. CoRR Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo
2019	J	`jnl`	Learning to Generalize One Sample at a Time with Self-Supervision. CoRR Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi
2019	J	`jnl`	Recurrent Convolutional Fusion for RGB-D Object Recognition. IEEE Robotics Autom. Lett. Mohammad Reza Loghmani, Mirco Planamente, Barbara Caputo, Markus Vincze
2019	—	`conf`	Structured Domain Adaptation for 3D Keypoint Estimation. 3DV Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Barbara Caputo, Elisa Ricci
2019	A	`conf`	The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. IROS Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo
2019	J	`jnl`	The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. CoRR Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo
2019	—	`conf`	Towards Multi-source Adaptive Semantic Segmentation. ICIAP (1) Paolo Russo, Tatiana Tommasi, Barbara Caputo
2018	J	`jnl`	(DE) IEEE Robotics Autom. Lett. Fabio Maria Carlucci, Paolo Russo, Barbara Caputo
2018	A*	`conf`	Adaptive Deep Learning Through Visual Domain Localization. ICRA Gabriele Angeletti, Barbara Caputo, Tatiana Tommasi
2018	J	`jnl`	Adaptive Deep Learning through Visual Domain Localization. CoRR Gabriele Angeletti, Barbara Caputo, Tatiana Tommasi
2018	—	`conf`	Adding New Tasks to a Single Network with Weight Transformations Using Binary Masks. ECCV Workshops (2) Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
2018	J	`jnl`	Adding New Tasks to a Single Network with Weight Trasformations using Binary Masks. CoRR Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò
2018	J	`jnl`	Agnostic Domain Generalization. CoRR Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo
2018	B	`conf`	Best Sources Forward: Domain Generalization through Source-Specific Nets. ICIP Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2018	J	`jnl`	Best sources forward: domain generalization through source-specific nets. CoRR Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2018	A*	`conf`	Boosting Domain Adaptation by Discovering Latent Domains. CVPR Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2018	J	`jnl`	Boosting Domain Adaptation by Discovering Latent Domains. CoRR Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2018	—	`conf`	DeepNCM: Deep Nearest Class Mean Classifiers. ICLR (Workshop) Samantha Guerriero, Barbara Caputo, Thomas Mensink
2018	—	`conf`	Domain Generalization with Domain-Specific Aggregation Modules. GCPR Antonio D'Innocente, Barbara Caputo
2018	J	`jnl`	Domain Generalization with Domain-Specific Aggregation Modules. CoRR Antonio D'Innocente, Barbara Caputo
2018	A*	`conf`	From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN. CVPR Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo
2018	A	`conf`	Kitting in the Wild through Online Domain Adaptation. IROS Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo
2018	J	`jnl`	Kitting in the Wild through Online Domain Adaptation. CoRR Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo
2018	J	`jnl`	Looking beyond appearances: Synthetic training data for deep CNNs in re-identification. Comput. Vis. Image Underst. Igor Barros Barbosa, Marco Cristani, Barbara Caputo, Aleksander Rognhaugen, Theoharis Theoharis
2018	J	`jnl`	Multimodal Deep Domain Adaptation. CoRR Silvia Bucci, Mohammad Reza Loghmani, Barbara Caputo
2018	A*	`conf`	Recognizing Objects in-the-Wild: Where do we Stand? ICRA Mohammad Reza Loghmani, Barbara Caputo, Markus Vincze
2018	J	`jnl`	Recurrent Convolutional Fusion for RGB-D Object Recognition. CoRR Mohammad Reza Loghmani, Mirco Planamente, Barbara Caputo, Markus Vincze
2018	J	`jnl`	Recurrent Convolutional Fusion for RGB-D Object Recognition. CoRR Mirco Planamente, Mohammad Reza Loghmani, Barbara Caputo
2018	J	`jnl`	Robust Place Categorization With Deep Domain Generalization. IEEE Robotics Autom. Lett. Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2018	J	`jnl`	Robust Place Categorization with Deep Domain Generalization. CoRR Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
2018	—	`conf`	The Difficulty of Recognizing Grasps from sEMG during Activities of Daily Living. BioRob Valentina Gregori, Barbara Caputo, Arjan Gijsberts
2017	J	`jnl`	(DE) CoRR Fabio Maria Carlucci, Paolo Russo, S. M. Baharlou, Barbara Caputo
2017	—	`ch.`	A Deeper Look at Dataset Bias. Domain Adaptation in Computer Vision Applications Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars
2017	A*	`conf`	A deep representation for depth images from synthetic data. ICRA Fabio Maria Carlucci, Paolo Russo, Barbara Caputo
2017	J	`jnl`	Adaptive Learning to Speed-Up Control of Prosthetic Hands: a Few Things Everybody Should Know. CoRR Valentina Gregori, Arjan Gijsberts, Barbara Caputo
2017	—	`conf`	Adaptive learning to speed-up control of prosthetic hands: A few things everybody should know. ICORR Valentina Gregori, Arjan Gijsberts, Barbara Caputo
2017	J	`jnl`	AutoDIAL: Automatic DomaIn Alignment Layers. CoRR Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
2017	A*	`conf`	AutoDIAL: Automatic Domain Alignment Layers. ICCV Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
2017	C	`conf`	Bridging Between Computer and Robot Vision Through Data Augmentation: A Case Study on Object Recognition. ICVS Antonio D'Innocente, Fabio Maria Carlucci, Mirco Colosi, Barbara Caputo
2017	J	`jnl`	Bridging between Computer and Robot Vision through Data Augmentation: a Case Study on Object Recognition. CoRR Antonio D'Innocente, Fabio Maria Carlucci, Mirco Colosi, Barbara Caputo
2017	—	`conf`	Deep Depth Domain Adaptation: A Case Study. ICCV Workshops Novi Patricia, Fabio Maria Carlucci, Barbara Caputo
2017	J	`jnl`	From source to target and back: symmetric bi-directional adaptive GAN. CoRR Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo
2017	—	`conf`	Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. ICIAP (1) Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
2017	J	`jnl`	Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. CoRR Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò
2017	J	`jnl`	Learning Deep NBNN Representations for Robust Place Categorization. CoRR Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2017	J	`jnl`	Learning Deep NBNN Representations for Robust Place Categorization. IEEE Robotics Autom. Lett. Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2017	J	`jnl`	Learning Deep Visual Object Models From Noisy Web Data: How to Make it Work. CoRR Nizar Massouh, Francesca Babiloni, Tatiana Tommasi, Jay Young, Nick Hawes, Barbara Caputo
2017	A	`conf`	Learning deep visual object models from noisy web data: How to make it work. IROS Nizar Massouh, Francesca Babiloni, Tatiana Tommasi, Jay Young, Nick Hawes, Barbara Caputo
2017	J	`jnl`	Looking Beyond Appearances: Synthetic Training Data for Deep CNNs in Re-identification. CoRR Igor Barros Barbosa, Marco Cristani, Barbara Caputo, Aleksander Rognhaugen, Theoharis Theoharis
2017	—	`conf`	Making Sense of Indoor Spaces Using Semantic Web Mining and Situated Robot Perception. AnSWeR@ESWC Jay Young, Valerio Basile, Markus Suchi, Lars Kunze, Nick Hawes, Markus Vincze, Barbara Caputo
2017	—	`conf`	Making Sense of Indoor Spaces Using Semantic Web Mining and Situated Robot Perception. ESWC (Satellite Events) Jay Young, Valerio Basile, Markus Suchi, Lars Kunze, Nick Hawes, Markus Vincze, Barbara Caputo
2017	—	`conf`	Megane Pro: Myo-electricity, visual and gaze tracking data acquisitions to improve hand prosthetics. ICORR Francesca Giordaniello, Matteo Cognolato, Mara Graziani, Arjan Gijsberts, Valentina Gregori, Gianluca Saetta, Anne-Gabrielle Mittaz Hager, Cesare Tiengo, Franco Bassetto, Peter C. Brugger, Barbara Caputo, Henning Müller, Manfredo Atzori
2017	—	`conf`	On the Importance of Domain Adaptation in Texture Classification. ICIAP (1) Barbara Caputo, Claudio Cusano, Martina Lanzi, Paolo Napoletano, Raimondo Schettini
2017	J	`jnl`	Recognizing Objects In-the-wild: Where Do We Stand? CoRR Mohammad Reza Loghmani, Barbara Caputo, Markus Vincze
2017	—	`conf`	Repeatability of grasp recognition for robotic hand prosthesis control based on sEMG data. ICORR Francesca Palermo, Matteo Cognolato, Arjan Gijsberts, Henning Müller, Barbara Caputo, Manfredo Atzori
2017	J	`jnl`	Scalable greedy algorithms for transfer learning. Comput. Vis. Image Underst. Ilja Kuzborskij, Francesco Orabona, Barbara Caputo
2017	A*	`conf`	Semantic web-mining and deep vision for lifelong object discovery. ICRA Jay Young, Lars Kunze, Valerio Basile, Elena Cabrio, Nick Hawes, Barbara Caputo
2017	C	`conf`	Semi-automatic Training of an Object Recognition System in Scene Camera Data Using Gaze Tracking and Accelerometers. ICVS Matteo Cognolato, Mara Graziani, Francesca Giordaniello, Gianluca Saetta, Franco Bassetto, Peter C. Brugger, Barbara Caputo, Henning Müller, Manfredo Atzori
2017	J	`jnl`	Visual Cues to Improve Myoelectric Control of Upper Limb Prostheses. CoRR Andrea Gigli, Arjan Gijsberts, Valentina Gregori, Matteo Cognolato, Manfredo Atzori, Barbara Caputo
2016	J	`jnl`	A deep representation for depth images from synthetic data. CoRR Fabio Maria Carlucci, Paolo Russo, Barbara Caputo
2016	J	`jnl`	Active Learning for Online Recognition of Human Activities from Streaming Videos. CoRR Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Barbara Caputo, Nicolò Cesa-Bianchi
2016	—	`conf`	Learning the Roots of Visual Domain Shift. ECCV Workshops (3) Tatiana Tommasi, Martina Lanzi, Paolo Russo, Barbara Caputo
2016	J	`jnl`	Learning the Roots of Visual Domain Shift. CoRR Tatiana Tommasi, Martina Lanzi, Paolo Russo, Barbara Caputo
2016	J	`jnl`	Leveraging over intact priors for boosting control and dexterity of prosthetic hands by amputees. CoRR Valentina Gregori, Barbara Caputo
2016	J	`jnl`	Online Open World Recognition. CoRR Rocco De Rosa, Thomas Mensink, Barbara Caputo
2016	A*	`conf`	When Naïve Bayes Nearest Neighbors Meet Convolutional Neural Networks. CVPR Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo
2015	—	`conf`	A Deeper Look at Dataset Bias. GCPR Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars
2015	J	`jnl`	A Deeper Look at Dataset Bias. CoRR Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars
2015	—	`conf`	Towards Learning Free Naive Bayes Nearest Neighbor-Based Domain Adaptation. ICIAP (2) Faraz Saeedan, Barbara Caputo
2015	J	`jnl`	Towards Learning free Naive Bayes Nearest Neighbor-based Domain Adaptation. CoRR Faraz Saeedan, Barbara Caputo
2015	—	`conf`	Transfer Learning Through Greedy Subset Selection. ICIAP (1) Ilja Kuzborskij, Francesco Orabona, Barbara Caputo
2015	J	`jnl`	When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks. CoRR Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo
2015	J	`jnl`	Where Are We After Five Editions?: Robot Vision Challenge, a Competition that Evaluates Solutions for the Visual Place Classification Problem. IEEE Robotics Autom. Mag. Jesus Martínez-Gómez, Barbara Caputo, Miguel Cazorla, Henrik Iskov Christensen, Marco Fornoni, Ismael García-Varea, Andrzej Pronobis
2014	J	`jnl`	A Testbed for Cross-Dataset Analysis. CoRR Tatiana Tommasi, Tinne Tuytelaars, Barbara Caputo
2014	—	`conf`	Classification of hand movements in amputated subjects by sEMG and accelerometers. EMBC Manfredo Atzori, Arjan Gijsberts, Henning Müller, Barbara Caputo
2014	—	`conf`	ImageCLEF 2014: Overview and Analysis of the Results. CLEF Barbara Caputo, Henning Müller, Jesus Martínez-Gómez, Mauricio Villegas, Burak Acar, Novi Patricia, Neda Barzegar Marvasti, Suzan Üsküdarli, Roberto Paredes, Miguel Cazorla, Ismael García-Varea, Vicente Morell
2014	J	`jnl`	Learning Categories From Few Examples With Multi Model Knowledge Transfer. IEEE Trans. Pattern Anal. Mach. Intell. Tatiana Tommasi, Francesco Orabona, Barbara Caputo
2014	A*	`conf`	Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective. CVPR Novi Patricia, Barbara Caputo
2014	B	`conf`	Multi-source Adaptive Learning for Fast Control of Prosthetics Hand. ICPR Novi Patricia, Tatiana Tommasi, Barbara Caputo
2014	—	`conf`	Natural control capabilities of robotic hands by hand amputated subjects. EMBC Manfredo Atzori, Arjan Gijsberts, Barbara Caputo, Henning Müller
2014	—	`conf`	Overview of the ImageCLEF 2014 Domain Adaptation Task. CLEF (Working Notes) Barbara Caputo, Novi Patricia
2014	J	`jnl`	Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography. Frontiers Neurorobotics Claudio Castellini, Panagiotis K. Artemiadis, Michael Wininger, Arash Ajoudani, Merkur Alimusaj, Antonio Bicchi, Barbara Caputo, William Craelius, Strahinja Dosen, Kevin B. Englehart, Dario Farina, Arjan Gijsberts, Sasha B. Godfrey, Levi J. Hargrove, Mark Ison, Todd A. Kuiken, Marko Markovic, Patrick M. Pilarski, Rüdiger Rupp, Erik J. Scheme
2014	B	`conf`	Scene Recognition with Naive Bayes Non-linear Learning. ICPR Marco Fornoni, Barbara Caputo
2014	J	`jnl`	Stable myoelectric control of a hand prosthesis using non-linear incremental learning. Frontiers Neurorobotics Arjan Gijsberts, Rashida Bohra, David Sierra González, Alexander Werner, Markus Nowak, Barbara Caputo, Máximo A. Roa, Claudio Castellini
2014	J	`jnl`	Transfer Learning through Greedy Subset Selection. CoRR Ilja Kuzborskij, Barbara Caputo, Francesco Orabona
2013	—	`conf`	Exploiting accelerometers to improve movement classification for prosthetics. ICORR Arjan Gijsberts, Barbara Caputo
2013	A*	`conf`	From N to N+1: Multiclass Transfer Incremental Learning. CVPR Ilja Kuzborskij, Francesco Orabona, Barbara Caputo
2013	A*	`conf`	Frustratingly Easy NBNN Domain Adaptation. ICCV Tatiana Tommasi, Barbara Caputo
2013	—	`conf`	ImageCLEF 2013: The Vision, the Data and the Open Challenges. CLEF Barbara Caputo, Henning Müller, Bart Thomee, Mauricio Villegas, Roberto Paredes, David Zellhöfer, Hervé Goëau, Alexis Joly, Pierre Bonnet, Jesus Martínez-Gómez, Ismael García-Varea, Miguel Cazorla
2013	J	`jnl`	Improving Control of Dexterous Hand Prostheses Using Adaptive Learning. IEEE Trans. Robotics Tatiana Tommasi, Francesco Orabona, Claudio Castellini, Barbara Caputo
2013	C	`conf`	Multiclass Latent Locally Linear Support Vector Machines. ACML Marco Fornoni, Barbara Caputo, Francesco Orabona
2013	—	`conf`	Overview of the ImageCLEF 2013 Robot Vision Task. CLEF (Working Notes) Jesus Martínez-Gómez, Ismael García-Varea, Miguel Cazorla, Barbara Caputo
2012	—	`conf`	Baseline Multimodal Place Classifier for the 2012 Robot Vision Task. CLEF (Online Working Notes/Labs/Workshop) Jesus Martínez-Gómez, Ismael García-Varea, Barbara Caputo
2012	—	`conf`	Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer. ACCV (1) Tatiana Tommasi, Novi Quadrianto, Barbara Caputo, Christoph H. Lampert
2012	—	`ch.`	DIRAC: Detection and Identification of Rare Audio-Visual Events. Detection and Identification of Rare Audiovisual Cues Jörn Anemüller, Barbara Caputo, Hynek Hermansky, Frank W. Ohl, Tomás Pajdla, Misha Pavel, Luc Van Gool, Rufin Vogels, Stefan Wabnik, Daphna Weinshall
2012	A	`conf`	Indoor Scene Recognition using Task and Saliency-driven Feature Pooling. BMVC Marco Fornoni, Barbara Caputo
2012	A	`conf`	Leveraging over prior knowledge for online learning of visual categories. BMVC Tatiana Tommasi, Francesco Orabona, Mohsen Kaboli, Barbara Caputo
2012	J	`jnl`	Multi Kernel Learning with Online-Batch Optimization. J. Mach. Learn. Res. Francesco Orabona, Jie Luo, Barbara Caputo
2012	—	`conf`	On the challenge of classifying 52 hand movements from surface electromyography. EMBC Ilja Kuzborskij, Arjan Gijsberts, Barbara Caputo
2012	—	`conf`	Overview of the ImageCLEF 2012 Robot Vision Task. CLEF (Online Working Notes/Labs/Workshop) Jesus Martínez-Gómez, Ismael García-Varea, Barbara Caputo
2012	—	`ch.`	Towards a Quantitative Measure of Rareness. Detection and Identification of Rare Audiovisual Cues Tatiana Tommasi, Barbara Caputo
2011	A	`conf`	A Large-Scale Database of Images and Captions for Automatic Face Naming. BMVC Mert Özcan, Jie Luo, Vittorio Ferrari, Barbara Caputo
2011	A*	`conf`	Multiclass transfer learning from unconstrained priors. ICCV Jie Luo, Tatiana Tommasi, Barbara Caputo
2011	A*	`conf`	Towards semi-supervised learning of semantic spatial concepts. ICRA Jesus Martínez-Gómez, Barbara Caputo
2011	—	`conf`	Transferring activities: Updating human behavior analysis. ICCV Workshops Fabian Nater, Tatiana Tommasi, Helmut Grabner, Luc Van Gool, Barbara Caputo
2011	J	`jnl`	Using Object Affordances to Improve Object Recognition. IEEE Trans. Auton. Ment. Dev. Claudio Castellini, Tatiana Tommasi, Nicoletta Noceti, Francesca Odone, Barbara Caputo
2010	—	`conf`	A Multi Cue Discriminative Approach to Semantic Place Classification. CLEF (Notebook Papers/LABs/Workshops) Marco Fornoni, Jesus Martínez-Gómez, Barbara Caputo
2010	J	`jnl`	A realistic benchmark for visual indoor place recognition. Robotics Auton. Syst. Andrzej Pronobis, Barbara Caputo, Patric Jensfelt, Henrik I. Christensen
2010	J	`jnl`	Classifying materials in the real world. Image Vis. Comput. Barbara Caputo, Eric Hayman, Mario Fritz, Jan-Olof Eklundh
2010	J	`jnl`	Guest Editorial Representations and Architectures for Cognitive Systems. IEEE Trans. Auton. Ment. Dev. Giorgio Metta, Gordon Cheng, Tamim Asfour, Barbara Caputo, John K. Tsotsos
2010	—	`book`	ImageCLEF, Experimental Evaluation in Visual Information Retrieval Henning Müller, Paul D. Clough, Thomas Deselaers, Barbara Caputo
2010	J	`jnl`	Learning methods for melanoma recognition. Int. J. Imaging Syst. Technol. Elisabetta La Torre, Barbara Caputo, Tatiana Tommasi
2010	—	`ed.`	Medical Content-Based Retrieval for Clinical Decision Support, First MICCAI International Workshop, MCBR-CDS 2009, London, UK, September 20, 2009, Revised Selected Papers MCBR-CDS Barbara Caputo, Henning Müller, Tanveer Fathima Syeda-Mahmood, James S. Duncan, Fei Wang, Jayashree Kalpathy-Cramer
2010	J	`jnl`	Multi-modal Semantic Place Classification. Int. J. Robotics Res. Andrzej Pronobis, Óscar Martínez Mozos, Barbara Caputo, Patric Jensfelt
2010	—	`ed.`	Multilingual Information Access Evaluation II. Multimedia Experiments - 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers CLEF (2) Carol Peters, Barbara Caputo, Julio Gonzalo, Gareth J. F. Jones, Jayashree Kalpathy-Cramer, Henning Müller, Theodora Tsikrika
2010	—	`conf`	OM-2: An online multi-class Multi-Kernel Learning algorithm Luo Jie. CVPR Workshops Francesco Orabona, Marco Fornoni, Barbara Caputo, Nicolò Cesa-Bianchi
2010	A	`conf`	Object recognition using visuo-affordance maps. IROS Arjan Gijsberts, Tatiana Tommasi, Giorgio Metta, Barbara Caputo
2010	J	`jnl`	On-line independent support vector machines. Pattern Recognit. Francesco Orabona, Claudio Castellini, Barbara Caputo, Jie Luo, Giulio Sandini
2010	A*	`conf`	Online-batch strongly convex Multi Kernel Learning. CVPR Francesco Orabona, Jie Luo, Barbara Caputo
2010	—	`conf`	Overview of the ImageCLEF@ICPR 2010 Robot Vision Track. ICPR Contests Andrzej Pronobis, Henrik I. Christensen, Barbara Caputo
2010	A*	`conf`	Safety in numbers: Learning categories from few examples with multi model knowledge transfer. CVPR Tatiana Tommasi, Francesco Orabona, Barbara Caputo
2010	—	`ch.`	The Robot Vision Task. ImageCLEF Andrzej Pronobis, Barbara Caputo
2010	—	`conf`	The Robot Vision Track at ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) Andrzej Pronobis, Marco Fornoni, Henrik I. Christensen, Barbara Caputo
2010	J	`jnl`	The more you learn, the less you store: Memory-controlled incremental SVM for visual place recognition. Image Vis. Comput. Andrzej Pronobis, Jie Luo, Barbara Caputo
2009	—	`conf`	An Online Framework for Learning Novel Concepts over Multiple Cues. ACCV (1) Jie Luo, Francesco Orabona, Barbara Caputo
2009	J	`jnl`	Bounded Kernel-Based Online Learning. J. Mach. Learn. Res. Francesco Orabona, Joseph Keshet, Barbara Caputo
2009	J	`jnl`	COLD: The CoSy Localization Database. Int. J. Robotics Res. Andrzej Pronobis, Barbara Caputo
2009	A*	`conf`	Model adaptation with least-squares SVM for adaptive hand prosthetics. ICRA Francesco Orabona, Claudio Castellini, Barbara Caputo, Angelo Emanuele Fiorilla, Giulio Sandini
2009	—	`conf`	Overview of the CLEF 2009 Medical Image Annotation Track. CLEF (2) Tatiana Tommasi, Barbara Caputo, Petra Welter, Mark Oliver Güld, Thomas Martin Deserno
2009	—	`conf`	Overview of the CLEF 2009 Medical Image Annotation Track. CLEF (Working Notes) Tatiana Tommasi, Barbara Caputo, Petra Welter, Mark Oliver Güld, Thomas Martin Deserno
2009	—	`conf`	Overview of the CLEF 2009 Robot Vision Track. CLEF (Working Notes) Barbara Caputo, Andrzej Pronobis, Patric Jensfelt
2009	—	`conf`	Overview of the CLEF 2009 Robot Vision Track. CLEF (2) Andrzej Pronobis, Li Xing, Barbara Caputo
2009	—	`conf`	Overview of the First Workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009. MCBR-CDS Henning Müller, Jayashree Kalpathy-Cramer, Barbara Caputo, Tanveer Fathima Syeda-Mahmood, Fei Wang
2009	A	`conf`	The More You Know, the Less You Learn: From Knowledge Transfer to One-shot Learning of Object Categories. BMVC Tatiana Tommasi, Barbara Caputo
2009	Misc	`conf`	Towards a Theoretical Framework for Learning Multi-modal Patterns for Embodied Agents. ICIAP Nicoletta Noceti, Barbara Caputo, Claudio Castellini, Luca Baldassarre, Annalisa Barla, Lorenzo Rosasco, Francesca Odone, Giulio Sandini
2009	—	`conf`	Who's Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation. NIPS Jie Luo, Barbara Caputo, Vittorio Ferrari
2009	A	`conf`	You live, you learn, you forget: Continuous learning of visual places with a forgetting mechanism. IROS Muhammad Muneeb Ullah, Francesco Orabona, Barbara Caputo
2008	—	`conf`	An SVM Confidence-Based Approach to Medical Image Annotation. CLEF Tatiana Tommasi, Francesco Orabona, Barbara Caputo
2008	—	`conf`	CLEF2008 Image Annotation Task: an SVM Confidence-Based Approach. CLEF (Working Notes) Tatiana Tommasi, Francesco Orabona, Barbara Caputo
2008	—	`ed.`	Cognitive Vision, 4th International Workshop, ICVW 2008, Santorini, Greece, May 12, 2008, Revised Selected Papers ICVW Barbara Caputo, Markus Vincze
2008	J	`jnl`	Discriminative cue integration for medical image annotation. Pattern Recognit. Lett. Tatiana Tommasi, Francesco Orabona, Barbara Caputo
2008	C	`conf`	Object Category Detection Using Audio-Visual Cues. ICVS Jie Luo, Barbara Caputo, Alon Zweig, Jörg-Hendrik Bach, Jörn Anemüller
2008	A*	`conf`	SVM-based discriminative accumulation scheme for place recognition. ICRA Andrzej Pronobis, Óscar Martínez Mozos, Barbara Caputo
2008	B	`conf`	The DIRAC AWEAR audio-visual platform for detection of unexpected and incongruent events. ICMI Jörn Anemüller, Jörg-Hendrik Bach, Barbara Caputo, Michal Havlena, Jie Luo, Hendrik Kayser, Bastian Leibe, Petr Motlícek, Tomás Pajdla, Misha Pavel, Akihiko Torii, Luc Van Gool, Alon Zweig, Hynek Hermansky
2008	A*	`conf`	The projectron: a bounded kernel-based Perceptron. ICML Francesco Orabona, Joseph Keshet, Barbara Caputo
2008	A*	`conf`	Towards robust place recognition for robot localization. ICRA Muhammad Muneeb Ullah, Andrzej Pronobis, Barbara Caputo, Jie Luo, Patric Jensfelt, Henrik I. Christensen
2007	—	`conf`	CLEF2007: Image Annotation Task: an SVM-based Cue Integration Approach. CLEF (Working Notes) Tatiana Tommasi, Francesco Orabona, Barbara Caputo
2007	A	`conf`	Confidence-based cue integration for visual place recognition. IROS Andrzej Pronobis, Barbara Caputo
2007	—	`conf`	Cue Integration for Medical Image Annotation. CLEF Tatiana Tommasi, Francesco Orabona, Barbara Caputo
2007	A	`conf`	Incremental learning for place recognition in dynamic environments. IROS Jie Luo, Andrzej Pronobis, Barbara Caputo, Patric Jensfelt
2007	J	`jnl`	Local velocity-adapted motion events for spatio-temporal recognition. Comput. Vis. Image Underst. Ivan Laptev, Barbara Caputo, Christian Schüldt, Tony Lindeberg
2006	A	`conf`	A Discriminative Approach to Robust Visual Place Recognition. IROS Andrzej Pronobis, Barbara Caputo, Patric Jensfelt, Henrik I. Christensen
2006	A	`conf`	A Discriminative Approach to Robust Visual Place Recognition. IROS Andrzej Pronobis, Barbara Caputo, Patric Jensfelt, Henrik I. Christensen
2006	J	`jnl`	A spin glass model of a Markov random field. Int. J. Imaging Syst. Technol. Barbara Caputo
2006	—	`conf`	Kernel Methods for Melanoma Recognition. MIE Elisabetta La Torre, Tatiana Tommasi, Barbara Caputo, Giovanni E. Gigante
2006	—	`conf`	Melanoma Recognition Using Representative and Discriminative Kernel Classifiers. CVAMIA Tatiana Tommasi, Elisabetta La Torre, Barbara Caputo
2005	A*	`conf`	Class-Specific Material Categorisation. ICCV Barbara Caputo, Eric Hayman, P. Mallikarjuna
2005	A*	`conf`	Integrating Representative and Discriminative Models for Object Category Detection. ICCV Mario Fritz, Bastian Leibe, Barbara Caputo, Bernt Schiele
2004	—	`—`	A new kernel method for object recognition:spin glass-Markov random fields. Barbara Caputo
2004	—	`conf`	Cue Integration through Discriminative Accumulation. CVPR (2) Maria-Elena Nilsback, Barbara Caputo
2004	—	`conf`	Object Categorization via Local Kernels. ICPR (2) Barbara Caputo, Christian Wallraven, Maria-Elena Nilsback
2004	—	`conf`	On the Significance of Real-World Conditions for Material Classification. ECCV (4) Eric Hayman, Barbara Caputo, Mario Fritz, Jan-Olof Eklundh
2004	—	`conf`	Recognizing Human Actions: A Local SVM Approach. ICPR (3) Christian Schüldt, Ivan Laptev, Barbara Caputo
2003	A*	`conf`	Recognition with Local Features: the Kernel Recipe. ICCV Christian Wallraven, Barbara Caputo, Arnulf B. A. Graf
2002	—	`conf`	An Ultrametric Approach to Object Recognition. VMV Barbara Caputo, Gyuri Dorkó, Heinrich Niemann
2002	—	`conf`	Combining Color and Shape Information for Appearance-Based Object Recognition Using Ultrametric Spin Glass-Markov Random Fields. SVM Barbara Caputo, Gyuri Dorkó, Heinrich Niemann
2002	—	`conf`	How to Combine Color and Shape Information for 3D Object Recognition: Kernels do the Trick. NIPS Barbara Caputo, Gyuri Dorkó
2002	—	`conf`	Microcalcification Detection Using a Kernel Bayes Classifier. ISMDA Barbara Caputo, Elisabetta La Torre, Giovanni E. Gigante
2002	—	`conf`	Robust Appearance-Based Object Recognition Using a Fully Connected Markov Random Field. ICPR (3) Barbara Caputo, Sahla Bouattour, Heinrich Niemann
2002	C	`conf`	Storage Capacity of Kernel Associative Memories. ICANN Barbara Caputo, Heinrich Niemann
2002	—	`conf`	To Each According to its Need: Kernel Class Specific Classifiers. ICPR (4) Barbara Caputo, Heinrich Niemann
2001	—	`conf`	A Novel Probabilistic Model for 3D Object Recognition: Spin-Glass Markov Random Fields. VMV Barbara Caputo, Sahla Bouattour, Dietrich Paulus
2001	B	`conf`	Digital mammography: a weak continuity texture representation for detection of microcalcifications. Image Processing Barbara Caputo, Giovanni E. Gigante
2000	—	`conf`	Digital Mammography: Gabor Filters for Detection of Microcalcifications. VMV Barbara Caputo, Giovanni E. Gigante
1999	—	`conf`	Tutorial 5 - Integrated Environments for Cultural HeritageKnowledgeIntegrated Environments for Cultural HeritageKnowledge. Eurographics (Tutorials) Barbara Caputo, Laura Moltedo, Antonella Troncone, Domenico Vitulano, Federico Pedersini, Augusto Sarti, Stefano Tubaro, Ovidio Salvetti, Paolo Salonia, Maurizio Rossi