Tutorial 5 - Integrated Environments for Cultural HeritageKnowledgeIntegrated Environments for Cultural HeritageKnowledge. - Barbara Caputo; Laura Moltedo; Antonella Troncone; Domenico Vitulano; Federico Pedersini; Augusto Sarti; Stefano Tubaro; Ovidio Salvetti; Paolo Salonia; Maurizio Rossi 002 (Eurographics (Tutorials), 1999)

Digital Mammography: Gabor Filters for Detection of Microcalcifications. - Barbara Caputo; Giovanni E. Gigante (VMV, 2000)

Digital mammography: a weak continuity texture representation for detection of microcalcifications. - Barbara Caputo; Giovanni E. Gigante (Image Processing, 2001)

A Novel Probabilistic Model for 3D Object Recognition: Spin-Glass Markov Random Fields. - Barbara Caputo; Sahla Bouattour; Dietrich Paulus (VMV, 2001)

Storage Capacity of Kernel Associative Memories. - Barbara Caputo; Heinrich Niemann (ICANN, 2002)

Robust Appearance-Based Object Recognition Using a Fully Connected Markov Random Field. - Barbara Caputo; Sahla Bouattour; Heinrich Niemann (ICPR (3), 2002)

To Each According to its Need: Kernel Class Specific Classifiers. - Barbara Caputo; Heinrich Niemann (ICPR (4), 2002)

Microcalcification Detection Using a Kernel Bayes Classifier. - Barbara Caputo; Elisabetta La Torre; Giovanni E. Gigante (ISMDA, 2002)

How to Combine Color and Shape Information for 3D Object Recognition: Kernels do the Trick. - Barbara Caputo; Gyuri Dorkó (NIPS, 2002)

Combining Color and Shape Information for Appearance-Based Object Recognition Using Ultrametric Spin Glass-Markov Random Fields. - Barbara Caputo; Gyuri Dorkó; Heinrich Niemann (SVM, 2002)

An Ultrametric Approach to Object Recognition. - Barbara Caputo; Gyuri Dorkó; Heinrich Niemann (VMV, 2002)

Recognition with Local Features: the Kernel Recipe. - Christian Wallraven; Barbara Caputo; Arnulf B. A. Graf (ICCV, 2003)

Cue Integration through Discriminative Accumulation. - Maria-Elena Nilsback; Barbara Caputo (CVPR (2), 2004)

On the Significance of Real-World Conditions for Material Classification. - Eric Hayman; Barbara Caputo; Mario Fritz; Jan-Olof Eklundh (ECCV (4), 2004)

Object Categorization via Local Kernels. - Barbara Caputo; Christian Wallraven; Maria-Elena Nilsback (ICPR (2), 2004)

Recognizing Human Actions: A Local SVM Approach. - Christian Schüldt; Ivan Laptev; Barbara Caputo (ICPR (3), 2004)

A new kernel method for object recognition:spin glass-Markov random fields. - Barbara Caputo (2004)

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 (ICCV, 2005)

Melanoma Recognition Using Representative and Discriminative Kernel Classifiers. - Tatiana Tommasi; Elisabetta La Torre; Barbara Caputo (CVAMIA, 2006)

A Discriminative Approach to Robust Visual Place Recognition. - Andrzej Pronobis; Barbara Caputo; Patric Jensfelt; Henrik I. Christensen (IROS, 2006)

Kernel Methods for Melanoma Recognition. - Elisabetta La Torre; Tatiana Tommasi; Barbara Caputo; Giovanni E. Gigante (MIE, 2006)

A spin glass model of a Markov random field. - Barbara Caputo (Int. J. Imaging Syst. Technol., 2006)

Cue Integration for Medical Image Annotation. - Tatiana Tommasi; Francesco Orabona; Barbara Caputo (CLEF, 2007)

CLEF2007: Image Annotation Task: an SVM-based Cue Integration Approach. - Tatiana Tommasi; Francesco Orabona; Barbara Caputo (CLEF (Working Notes), 2007)

Incremental learning for place recognition in dynamic environments. - Jie Luo; Andrzej Pronobis; Barbara Caputo; Patric Jensfelt (IROS, 2007)

Confidence-based cue integration for visual place recognition. - Andrzej Pronobis; Barbara Caputo (IROS, 2007)

Local velocity-adapted motion events for spatio-temporal recognition. - Ivan Laptev; Barbara Caputo; Christian Schüldt; Tony Lindeberg (Comput. Vis. Image Underst., 2007)

An SVM Confidence-Based Approach to Medical Image Annotation. - Tatiana Tommasi; Francesco Orabona; Barbara Caputo (CLEF, 2008)

CLEF2008 Image Annotation Task: an SVM Confidence-Based Approach. - Tatiana Tommasi; Francesco Orabona; Barbara Caputo (CLEF (Working Notes), 2008)

The DIRAC AWEAR audio-visual platform for detection of unexpected and incongruent events. - 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; et al. (ICMI, 2008)

The projectron: a bounded kernel-based Perceptron. - Francesco Orabona; Joseph Keshet; Barbara Caputo (ICML, 2008)

SVM-based discriminative accumulation scheme for place recognition. - Andrzej Pronobis; Óscar Martínez Mozos; Barbara Caputo (ICRA, 2008)

Towards robust place recognition for robot localization. - Muhammad Muneeb Ullah; Andrzej Pronobis; Barbara Caputo; Jie Luo; Patric Jensfelt; Henrik I. Christensen (ICRA, 2008)

Object Category Detection Using Audio-Visual Cues. - Jie Luo; Barbara Caputo; Alon Zweig; Jörg-Hendrik Bach; Jörn Anemüller (ICVS, 2008)

Discriminative cue integration for medical image annotation. - Tatiana Tommasi; Francesco Orabona; Barbara Caputo (Pattern Recognit. Lett., 2008)

An Online Framework for Learning Novel Concepts over Multiple Cues. - Jie Luo; Francesco Orabona; Barbara Caputo (ACCV (1), 2009)

The More You Know, the Less You Learn: From Knowledge Transfer to One-shot Learning of Object Categories. - Tatiana Tommasi; Barbara Caputo (BMVC, 2009)

Overview of the CLEF 2009 Robot Vision Track. - Barbara Caputo; Andrzej Pronobis; Patric Jensfelt (CLEF (Working Notes), 2009)

Overview of the CLEF 2009 Robot Vision Track. - Andrzej Pronobis; Li Xing; Barbara Caputo (CLEF (2), 2009)

Overview of the CLEF 2009 Medical Image Annotation Track. - Tatiana Tommasi; Barbara Caputo; Petra Welter; Mark Oliver Güld; Thomas Martin Deserno (CLEF (2), 2009)

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 (ICIAP, 2009)

Model adaptation with least-squares SVM for adaptive hand prosthetics. - Francesco Orabona; Claudio Castellini; Barbara Caputo; Angelo Emanuele Fiorilla; Giulio Sandini (ICRA, 2009)

You live, you learn, you forget: Continuous learning of visual places with a forgetting mechanism. - Muhammad Muneeb Ullah; Francesco Orabona; Barbara Caputo (IROS, 2009)

Overview of the First Workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009. - Henning Müller; Jayashree Kalpathy-Cramer; Barbara Caputo; Tanveer Fathima Syeda-Mahmood; Fei Wang 002 (MCBR-CDS, 2009)

Who's Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation. - Jie Luo; Barbara Caputo; Vittorio Ferrari (NIPS, 2009)

COLD: The CoSy Localization Database. - Andrzej Pronobis; Barbara Caputo (Int. J. Robotics Res., 2009)

Bounded Kernel-Based Online Learning. - Francesco Orabona; Joseph Keshet; Barbara Caputo (J. Mach. Learn. Res., 2009)

The Robot Vision Task. - Andrzej Pronobis; Barbara Caputo (ImageCLEF, 2010)

A Multi Cue Discriminative Approach to Semantic Place Classification. - Marco Fornoni; Jesus Martínez-Gómez; Barbara Caputo (CLEF (Notebook Papers/LABs/Workshops), 2010)

The Robot Vision Track at ImageCLEF 2010. - Andrzej Pronobis; Marco Fornoni; Henrik I. Christensen; Barbara Caputo (CLEF (Notebook Papers/LABs/Workshops), 2010)

OM-2: An online multi-class Multi-Kernel Learning algorithm Luo Jie. - Francesco Orabona; Marco Fornoni; Barbara Caputo; Nicolò Cesa-Bianchi (CVPR Workshops, 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 (CVPR, 2010)

Overview of the ImageCLEF@ICPR 2010 Robot Vision Track. - Andrzej Pronobis; Henrik I. Christensen; Barbara Caputo (ICPR Contests, 2010)

Object recognition using visuo-affordance maps. - Arjan Gijsberts; Tatiana Tommasi; Giorgio Metta; Barbara Caputo (IROS, 2010)

Multi-modal Semantic Place Classification. - Andrzej Pronobis; Óscar Martínez Mozos; Barbara Caputo; Patric Jensfelt (Int. J. Robotics Res., 2010)

Learning methods for melanoma recognition. - Elisabetta La Torre; Barbara Caputo; Tatiana Tommasi (Int. J. Imaging Syst. Technol., 2010)

Classifying materials in the real world. - Barbara Caputo; Eric Hayman; Mario Fritz; Jan-Olof Eklundh (Image Vis. Comput., 2010)

The more you learn, the less you store: Memory-controlled incremental SVM for visual place recognition. - Andrzej Pronobis; Jie Luo; Barbara Caputo (Image Vis. Comput., 2010)

On-line independent support vector machines. - Francesco Orabona; Claudio Castellini; Barbara Caputo; Jie Luo; Giulio Sandini (Pattern Recognit., 2010)

A realistic benchmark for visual indoor place recognition. - Andrzej Pronobis; Barbara Caputo; Patric Jensfelt; Henrik I. Christensen (Robotics Auton. Syst., 2010)

Guest Editorial Representations and Architectures for Cognitive Systems. - Giorgio Metta; Gordon Cheng; Tamim Asfour; Barbara Caputo; John K. Tsotsos (IEEE Trans. Auton. Ment. Dev., 2010)

A Large-Scale Database of Images and Captions for Automatic Face Naming. - Mert Özcan; Jie Luo; Vittorio Ferrari; Barbara Caputo (BMVC, 2011)

Multiclass transfer learning from unconstrained priors. - Jie Luo; Tatiana Tommasi; Barbara Caputo (ICCV, 2011)

Transferring activities: Updating human behavior analysis. - Fabian Nater; Tatiana Tommasi; Helmut Grabner; Luc Van Gool; Barbara Caputo (ICCV Workshops, 2011)

Towards semi-supervised learning of semantic spatial concepts. - Jesus Martínez-Gómez; Barbara Caputo (ICRA, 2011)

Using Object Affordances to Improve Object Recognition. - Claudio Castellini; Tatiana Tommasi; Nicoletta Noceti; Francesca Odone; Barbara Caputo (IEEE Trans. Auton. Ment. Dev., 2011)

Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer. - Tatiana Tommasi; Novi Quadrianto; Barbara Caputo; Christoph H. Lampert (ACCV (1), 2012)

Indoor Scene Recognition using Task and Saliency-driven Feature Pooling. - Marco Fornoni; Barbara Caputo (BMVC, 2012)

Leveraging over prior knowledge for online learning of visual categories. - Tatiana Tommasi; Francesco Orabona; Mohsen Kaboli; Barbara Caputo (BMVC, 2012)

Overview of the ImageCLEF 2012 Robot Vision Task. - Jesus Martínez-Gómez; Ismael García-Varea; Barbara Caputo (CLEF (Online Working Notes/Labs/Workshop), 2012)

Baseline Multimodal Place Classifier for the 2012 Robot Vision Task. - Jesus Martínez-Gómez; Ismael García-Varea; Barbara Caputo (CLEF (Online Working Notes/Labs/Workshop), 2012)

On the challenge of classifying 52 hand movements from surface electromyography. - Ilja Kuzborskij; Arjan Gijsberts; Barbara Caputo (EMBC, 2012)

Multi Kernel Learning with Online-Batch Optimization. - Francesco Orabona; Jie Luo; Barbara Caputo (J. Mach. Learn. Res., 2012)

DIRAC: Detection and Identification of Rare Audio-Visual Events. - Jörn Anemüller; Barbara Caputo; Hynek Hermansky; Frank W. Ohl; Tomás Pajdla; Misha Pavel; Luc Van Gool; Rufin Vogels; Stefan Wabnik; Daphna Weinshall (Detection and Identification of Rare Audiovisual Cues, 2012)

Towards a Quantitative Measure of Rareness. - Tatiana Tommasi; Barbara Caputo (Detection and Identification of Rare Audiovisual Cues, 2012)

Multiclass Latent Locally Linear Support Vector Machines. - Marco Fornoni; Barbara Caputo; Francesco Orabona (ACML, 2013)

ImageCLEF 2013: The Vision, the Data and the Open Challenges. - 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 (CLEF, 2013)

Overview of the ImageCLEF 2013 Robot Vision Task. - Jesus Martínez-Gómez; Ismael García-Varea; Miguel Cazorla; Barbara Caputo (CLEF (Working Notes), 2013)

From N to N+1: Multiclass Transfer Incremental Learning. - Ilja Kuzborskij; Francesco Orabona; Barbara Caputo (CVPR, 2013)

Frustratingly Easy NBNN Domain Adaptation. - Tatiana Tommasi; Barbara Caputo (ICCV, 2013)

Exploiting accelerometers to improve movement classification for prosthetics. - Arjan Gijsberts; Barbara Caputo (ICORR, 2013)

Improving Control of Dexterous Hand Prostheses Using Adaptive Learning. - Tatiana Tommasi; Francesco Orabona; Claudio Castellini; Barbara Caputo (IEEE Trans. Robotics, 2013)

ImageCLEF 2014: Overview and Analysis of the Results. - 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 (CLEF, 2014)

Overview of the ImageCLEF 2014 Domain Adaptation Task. - Barbara Caputo; Novi Patricia (CLEF (Working Notes), 2014)

Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective. - Novi Patricia; Barbara Caputo (CVPR, 2014)

Natural control capabilities of robotic hands by hand amputated subjects. - Manfredo Atzori; Arjan Gijsberts; Barbara Caputo; Henning Müller (EMBC, 2014)

Classification of hand movements in amputated subjects by sEMG and accelerometers. - Manfredo Atzori; Arjan Gijsberts; Henning Müller; Barbara Caputo (EMBC, 2014)

Scene Recognition with Naive Bayes Non-linear Learning. - Marco Fornoni; Barbara Caputo (ICPR, 2014)

Multi-source Adaptive Learning for Fast Control of Prosthetics Hand. - Novi Patricia; Tatiana Tommasi; Barbara Caputo (ICPR, 2014)

A Testbed for Cross-Dataset Analysis. - Tatiana Tommasi; Tinne Tuytelaars; Barbara Caputo (CoRR, 2014)

Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography. - 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; et al. (Frontiers Neurorobotics, 2014)

Stable myoelectric control of a hand prosthesis using non-linear incremental learning. - Arjan Gijsberts; Rashida Bohra; David Sierra González; Alexander Werner; Markus Nowak; Barbara Caputo; Máximo A. Roa; Claudio Castellini (Frontiers Neurorobotics, 2014)

Learning Categories From Few Examples With Multi Model Knowledge Transfer. - Tatiana Tommasi; Francesco Orabona; Barbara Caputo (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

A Deeper Look at Dataset Bias. - Tatiana Tommasi; Novi Patricia; Barbara Caputo; Tinne Tuytelaars (GCPR, 2015)

Transfer Learning Through Greedy Subset Selection. - Ilja Kuzborskij; Francesco Orabona; Barbara Caputo (ICIAP (1), 2015)

Towards Learning Free Naive Bayes Nearest Neighbor-Based Domain Adaptation. - Faraz Saeedan; Barbara Caputo (ICIAP (2), 2015)

When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks. - Ilja Kuzborskij; Fabio Maria Carlucci; Barbara Caputo (CoRR, 2015)

Where Are We After Five Editions?: Robot Vision Challenge, a Competition that Evaluates Solutions for the Visual Place Classification Problem. - Jesus Martínez-Gómez; Barbara Caputo; Miguel Cazorla; Henrik Iskov Christensen; Marco Fornoni; Ismael García-Varea; Andrzej Pronobis (IEEE Robotics Autom. Mag., 2015)

When Naïve Bayes Nearest Neighbors Meet Convolutional Neural Networks. - Ilja Kuzborskij; Fabio Maria Carlucci; Barbara Caputo (CVPR, 2016)

Learning the Roots of Visual Domain Shift. - Tatiana Tommasi; Martina Lanzi; Paolo Russo 001; Barbara Caputo (ECCV Workshops (3), 2016)

Leveraging over intact priors for boosting control and dexterity of prosthetic hands by amputees. - Valentina Gregori; Barbara Caputo (CoRR, 2016)

Active Learning for Online Recognition of Human Activities from Streaming Videos. - Rocco De Rosa; Ilaria Gori; Fabio Cuzzolin; Barbara Caputo; Nicolò Cesa-Bianchi (CoRR, 2016)

Online Open World Recognition. - Rocco De Rosa; Thomas Mensink; Barbara Caputo (CoRR, 2016)

Making Sense of Indoor Spaces Using Semantic Web Mining and Situated Robot Perception. - Jay Young; Valerio Basile; Markus Suchi; Lars Kunze; Nick Hawes; Markus Vincze; Barbara Caputo (AnSWeR@ESWC, 2017)

AutoDIAL: Automatic Domain Alignment Layers. - Fabio Maria Carlucci; Lorenzo Porzi; Barbara Caputo; Elisa Ricci 001; Samuel Rota Bulò (ICCV, 2017)

Deep Depth Domain Adaptation: A Case Study. - Novi Patricia; Fabio Maria Carlucci; Barbara Caputo (ICCV Workshops, 2017)

On the Importance of Domain Adaptation in Texture Classification. - Barbara Caputo; Claudio Cusano; Martina Lanzi; Paolo Napoletano; Raimondo Schettini (ICIAP (1), 2017)

Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. - Fabio Maria Carlucci; Lorenzo Porzi; Barbara Caputo; Elisa Ricci 001; Samuel Rota Bulò (ICIAP (1), 2017)

Megane Pro: Myo-electricity, visual and gaze tracking data acquisitions to improve hand prosthetics. - 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; et al. (ICORR, 2017)

Adaptive learning to speed-up control of prosthetic hands: A few things everybody should know. - Valentina Gregori; Arjan Gijsberts; Barbara Caputo (ICORR, 2017)

Repeatability of grasp recognition for robotic hand prosthesis control based on sEMG data. - Francesca Palermo; Matteo Cognolato; Arjan Gijsberts; Henning Müller; Barbara Caputo; Manfredo Atzori (ICORR, 2017)

A deep representation for depth images from synthetic data. - Fabio Maria Carlucci; Paolo Russo 001; Barbara Caputo (ICRA, 2017)

Semantic web-mining and deep vision for lifelong object discovery. - Jay Young; Lars Kunze; Valerio Basile; Elena Cabrio; Nick Hawes; Barbara Caputo (ICRA, 2017)

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 Müller; Manfredo Atzori (ICVS, 2017)

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 (ICVS, 2017)

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 (IROS, 2017)

(DE)2 CO: Deep Depth Colorization. - Fabio Maria Carlucci; Paolo Russo 001; S. M. Baharlou; Barbara Caputo (CoRR, 2017)

Visual Cues to Improve Myoelectric Control of Upper Limb Prostheses. - Andrea Gigli; Arjan Gijsberts; Valentina Gregori; Matteo Cognolato; Manfredo Atzori; Barbara Caputo (CoRR, 2017)

Scalable greedy algorithms for transfer learning. - Ilja Kuzborskij; Francesco Orabona; Barbara Caputo (Comput. Vis. Image Underst., 2017)

Learning Deep NBNN Representations for Robust Place Categorization. - Massimiliano Mancini; Samuel Rota Bulò; Elisa Ricci 001; Barbara Caputo (IEEE Robotics Autom. Lett., 2017)

A Deeper Look at Dataset Bias. - Tatiana Tommasi; Novi Patricia; Barbara Caputo; Tinne Tuytelaars (Domain Adaptation in Computer Vision Applications, 2017)

The Difficulty of Recognizing Grasps from sEMG during Activities of Daily Living. - Valentina Gregori; Barbara Caputo; Arjan Gijsberts (BioRob, 2018)

Boosting Domain Adaptation by Discovering Latent Domains. - Massimiliano Mancini; Lorenzo Porzi; Samuel Rota Bulò; Barbara Caputo; Elisa Ricci 001 (CVPR, 2018)

From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN. - Paolo Russo 001; Fabio Maria Carlucci; Tatiana Tommasi; Barbara Caputo (CVPR, 2018)

Domain Generalization with Domain-Specific Aggregation Modules. - Antonio D'Innocente; Barbara Caputo (GCPR, 2018)

Adding New Tasks to a Single Network with Weight Transformations Using Binary Masks. - Massimiliano Mancini; Elisa Ricci 001; Barbara Caputo; Samuel Rota Bulò (ECCV Workshops (2), 2018)

Best Sources Forward: Domain Generalization through Source-Specific Nets. - Massimiliano Mancini; Samuel Rota Bulò; Barbara Caputo; Elisa Ricci 001 (ICIP, 2018)

DeepNCM: Deep Nearest Class Mean Classifiers. - Samantha Guerriero; Barbara Caputo; Thomas Mensink (ICLR (Workshop), 2018)

Adaptive Deep Learning Through Visual Domain Localization. - Gabriele Angeletti; Barbara Caputo; Tatiana Tommasi (ICRA, 2018)

Recognizing Objects in-the-Wild: Where do we Stand? - Mohammad Reza Loghmani; Barbara Caputo; Markus Vincze (ICRA, 2018)

Kitting in the Wild through Online Domain Adaptation. - Massimiliano Mancini; Hakan Karaoguz; Elisa Ricci 001; Patric Jensfelt; Barbara Caputo (IROS, 2018)

Adding New Tasks to a Single Network with Weight Trasformations using Binary Masks. - Massimiliano Mancini; Elisa Ricci 001; Barbara Caputo; Samuel Rota Bulò (CoRR, 2018)

Multimodal Deep Domain Adaptation. - Silvia Bucci; Mohammad Reza Loghmani; Barbara Caputo (CoRR, 2018)

Agnostic Domain Generalization. - Fabio Maria Carlucci; Paolo Russo 001; Tatiana Tommasi; Barbara Caputo (CoRR, 2018)

Recurrent Convolutional Fusion for RGB-D Object Recognition. - Mirco Planamente; Mohammad Reza Loghmani; Barbara Caputo (CoRR, 2018)

Looking beyond appearances: Synthetic training data for deep CNNs in re-identification. - Igor Barros Barbosa; Marco Cristani; Barbara Caputo; Aleksander Rognhaugen; Theoharis Theoharis (Comput. Vis. Image Underst., 2018)

(DE)2CO: Deep Depth Colorization. - Fabio Maria Carlucci; Paolo Russo 001; Barbara Caputo (IEEE Robotics Autom. Lett., 2018)

Robust Place Categorization With Deep Domain Generalization. - Massimiliano Mancini; Samuel Rota Bulò; Barbara Caputo; Elisa Ricci 001 (IEEE Robotics Autom. Lett., 2018)

Image Retrieval Evaluation in Specific Domains. - Luca Piras 001; Barbara Caputo; Duc-Tien Dang-Nguyen; Michael Riegler 001; Pål Halvorsen (Information Retrieval Evaluation in a Changing World, 2019)

Structured Domain Adaptation for 3D Keypoint Estimation. - Levi O. Vasconcelos; Massimiliano Mancini; Davide Boscaini; Barbara Caputo; Elisa Ricci 001 (3DV, 2019)

Domain Generalization by Solving Jigsaw Puzzles. - Fabio Maria Carlucci; Antonio D'Innocente; Silvia Bucci; Barbara Caputo; Tatiana Tommasi (CVPR, 2019)

AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs. - Massimiliano Mancini; Samuel Rota Bulò; Barbara Caputo; Elisa Ricci 001 (CVPR, 2019)

Hallucinating Agnostic Images to Generalize Across Domains. - Fabio Maria Carlucci; Paolo Russo 001; Tatiana Tommasi; Barbara Caputo (ICCV Workshops, 2019)

Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. - Massimiliano Mancini; Lorenzo Porzi; Fabio Cermelli; Barbara Caputo (ICIAP (2), 2019)

Automatic Creation of Large Scale Object Databases from Web Resources: A Case Study in Robot Vision. - Dario Molinari; Giulia Pasquale; Lorenzo Natale; Barbara Caputo (ICIAP (2), 2019)

Towards Multi-source Adaptive Semantic Segmentation. - Paolo Russo 001; Tatiana Tommasi; Barbara Caputo (ICIAP (1), 2019)

Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition. - Massimiliano Mancini; Hakan Karaoguz; Elisa Ricci 001; Patric Jensfelt; Barbara Caputo (ICRA, 2019)

The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. - Fabio Cermelli; Massimiliano Mancini; Elisa Ricci 001; Barbara Caputo (IROS, 2019)

Learning to Generalize One Sample at a Time with Self-Supervision. - Antonio D'Innocente; Silvia Bucci; Barbara Caputo; Tatiana Tommasi (CoRR, 2019)

Recurrent Convolutional Fusion for RGB-D Object Recognition. - Mohammad Reza Loghmani; Mirco Planamente; Barbara Caputo; Markus Vincze (IEEE Robotics Autom. Lett., 2019)

Modeling the Background for Incremental Learning in Semantic Segmentation. - Fabio Cermelli; Massimiliano Mancini; Samuel Rota Bulò; Elisa Ricci 001; Barbara Caputo (CVPR, 2020)

One-Shot Unsupervised Cross-Domain Detection. - Antonio D'Innocente; Francesco Cappio Borlino; Silvia Bucci; Barbara Caputo; Tatiana Tommasi (ECCV (16), 2020)

Towards Recognizing Unseen Categories in Unseen Domains. - Massimiliano Mancini; Zeynep Akata; Elisa Ricci 001; Barbara Caputo (ECCV (23), 2020)

Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition. - Mirco Planamente; Andrea Bottino; Barbara Caputo (ICPR, 2020)

Shape Consistent 2D Keypoint Estimation under Domain Shift. - Levi O. Vasconcelos; Massimiliano Mancini; Davide Boscaini; Samuel Rota Bulò; Barbara Caputo; Elisa Ricci 001 (ICPR, 2020)

Joint Encoding of Appearance and Motion Features with Self-supervision for First Person Action Recognition. - Mirco Planamente; Andrea Bottino; Barbara Caputo (CoRR, 2020)

A Few Guidelines for Incremental Few-Shot Segmentation. - Fabio Cermelli; Massimiliano Mancini; Yongqin Xian; Zeynep Akata; Barbara Caputo (CoRR, 2020)

A Response Retrieval Approach for Dialogue Using a Multi-Attentive Transformer. - Matteo Antonio Senese; Alberto Benincasa; Barbara Caputo; Giuseppe Rizzo 002 (CoRR, 2020)

Boosting binary masks for multi-domain learning through affine transformations. - Massimiliano Mancini; Elisa Ricci 001; Barbara Caputo; Samuel Rota Bulò (Mach. Vis. Appl., 2020)

IDDA: A Large-Scale Multi-Domain Dataset for Autonomous Driving. - Emanuele Alberti; Antonio Tavera; Carlo Masone; Barbara Caputo (IEEE Robotics Autom. Lett., 2020)

Boosting Deep Open World Recognition by Clustering. - Dario Fontanel; Fabio Cermelli; Massimiliano Mancini; Samuel Rota Bulò; Elisa Ricci 001; Barbara Caputo (IEEE Robotics Autom. Lett., 2020)

Unsupervised Domain Adaptation Through Inter-Modal Rotation for RGB-D Object Recognition. - Mohammad Reza Loghmani; Luca Robbiano; Mirco Planamente; Kiru Park; Barbara Caputo; Markus Vincze (IEEE Robotics Autom. Lett., 2020)

Prototype-based Incremental Few-Shot Segmentation. - Fabio Cermelli; Massimiliano Mancini; Yongqin Xian; Zeynep Akata; Barbara Caputo (BMVC, 2021)

Cluster-Driven Graph Federated Learning Over Multiple Domains. - Debora Caldarola; Massimiliano Mancini; Fabio Galasso; Marco Ciccone; Emanuele Rodolà; Barbara Caputo (CVPR Workshops, 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 (CVPR Workshops, 2021)

Detecting Anomalies in Semantic Segmentation With Prototypes. - Dario Fontanel; Fabio Cermelli; Massimiliano Mancini; Barbara Caputo (CVPR Workshops, 2021)

A Closer Look at Self-Training for Zero-Label Semantic Segmentation. - Giuseppe Pastore; Fabio Cermelli; Yongqin Xian; Massimiliano Mancini; Zeynep Akata; Barbara Caputo (CVPR Workshops, 2021)

Towards Recognizing New Semantic Concepts in New Visual Domains. - Barbara Caputo (DeLTA, 2021)

Viewpoint Invariant Dense Matching for Visual Geolocalization. - Gabriele Moreno Berton; Carlo Masone; Valerio Paolicelli; Barbara Caputo (ICCV, 2021)

Adaptive-Attentive Geolocalization from few queries: a hybrid approach. - Gabriele Moreno Berton; Valerio Paolicelli; Carlo Masone; Barbara Caputo (WACV, 2021)

A Survey on Deep Visual Place Recognition. - Carlo Masone; Barbara Caputo (IEEE Access, 2021)

Cross-Domain First Person Audio-Visual Action Recognition through Relative Norm Alignment. - Mirco Planamente; Chiara Plizzari; Emanuele Alberti; Barbara Caputo (CoRR, 2021)

Towards Fairness Certification in Artificial Intelligence. - Tatiana Tommasi; Silvia Bucci; Barbara Caputo; Pietro Asinari (CoRR, 2021)

Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection. - Francesco Cappio Borlino; Salvatore Polizzotto; Antonio D'Innocente; Silvia Bucci; Barbara Caputo; Tatiana Tommasi (CoRR, 2021)

PoliTO-IIT Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition. - Chiara Plizzari; Mirco Planamente; Emanuele Alberti; Barbara Caputo (CoRR, 2021)

On the Challenges of Open World Recognitionunder Shifting Visual Domains. - Dario Fontanel; Fabio Cermelli; Massimiliano Mancini; Barbara Caputo (CoRR, 2021)

Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation. - Antonio Tavera; Carlo Masone; Barbara Caputo (CoRR, 2021)

MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation. - Fabio Maria Carlucci; Lorenzo Porzi; Barbara Caputo; Elisa Ricci 001; Samuel Rota Bulò (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Inferring Latent Domains for Unsupervised Deep Domain Adaptation. - Massimiliano Mancini; Lorenzo Porzi; Samuel Rota Bulò; Barbara Caputo; Elisa Ricci 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

On the Challenges of Open World Recognition Under Shifting Visual Domains. - Dario Fontanel; Fabio Cermelli; Massimiliano Mancini; Barbara Caputo (IEEE Robotics Autom. Lett., 2021)

DA4Event: Towards Bridging the Sim-to-Real Gap for Event Cameras Using Domain Adaptation. - Mirco Planamente; Chiara Plizzari; Marco Cannici; Marco Ciccone; Francesco Strada; Andrea Bottino; Matteo Matteucci; Barbara Caputo (IEEE Robotics Autom. Lett., 2021)

Rethinking Visual Geo-localization for Large-Scale Applications. - Gabriele Moreno Berton; Carlo Masone; Barbara Caputo (CVPR, 2022)

Deep Visual Geo-localization Benchmark. - Gabriele Moreno Berton; Riccardo Mereu; Gabriele Trivigno; Carlo Masone; Gabriela Csurka; Torsten Sattler; Barbara Caputo (CVPR, 2022)

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

Modeling Missing Annotations for Incremental Learning in Object Detection. - Fabio Cermelli; Antonino Geraci; Dario Fontanel; Barbara Caputo (CVPR Workshops, 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 (CVPR, 2022)

Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images. - Antonio Tavera; Edoardo Arnaudo; Carlo Masone; Barbara Caputo (CVPR Workshops, 2022)

Improving Generalization in Federated Learning by Seeking Flat Minima. - Debora Caldarola; Barbara Caputo; Marco Ciccone (ECCV (23), 2022)

Toward Human-Robot Cooperation: Unsupervised Domain Adaptation for Egocentric Action Recognition. - Mirco Planamente; Gabriele Goletto; Gabriele Trivigno; Giuseppe Averta; Barbara Caputo (HFR, 2022)

A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. - Edoardo Arnaudo; Fabio Cermelli; Antonio Tavera; Claudio Rossi 003; Barbara Caputo (ICIAP (2), 2022)

Relaxing the Forget Constraints in Open World Recognition. - Dario Fontanel; Fabio Cermelli; Antonino Geraci; Mauro Musarra; Matteo Tarantino; Barbara Caputo (ICIAP (1), 2022)

Learning Semantics for Visual Place Recognition Through Multi-scale Attention. - Valerio Paolicelli; Antonio Tavera; Carlo Masone; Gabriele Moreno Berton; Barbara Caputo (ICIAP (2), 2022)

Test-Time Adaptation for Egocentric Action Recognition. - Mirco Planamente; Chiara Plizzari; Barbara Caputo (ICIAP (3), 2022)

Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. - Riccardo Zaccone; Andrea Rizzardi; Debora Caldarola; Marco Ciccone; Barbara Caputo (ICPR, 2022)

FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. - Lidia Fantauzzo; Eros Fanì; Debora Caldarola; Antonio Tavera; Fabio Cermelli; Marco Ciccone; Barbara Caputo (IROS, 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 (WACV, 2022)

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

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

Detecting the unknown in Object Detection. - Dario Fontanel; Matteo Tarantino; Fabio Cermelli; Barbara Caputo (CoRR, 2022)

PoliTO-IIT-CINI Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition. - Mirco Planamente; Gabriele Goletto; Gabriele Trivigno; Giuseppe Averta; Barbara Caputo (CoRR, 2022)

Self-supervision & meta-learning for one-shot unsupervised cross-domain detection. - Francesco Cappio Borlino; Salvatore Polizzotto; Barbara Caputo; Tatiana Tommasi (Comput. Vis. Image Underst., 2022)

Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach. - Valerio Paolicelli; Gabriele Moreno Berton; Francesco Montagna; Carlo Masone; Barbara Caputo (Frontiers Comput. Sci., 2022)

Self-Supervised Learning Across Domains. - Silvia Bucci; Antonio D'Innocente; Yujun Liao; Fabio Maria Carlucci; Barbara Caputo; Tatiana Tommasi (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. - Fabio Cermelli; Massimiliano Mancini; Samuel Rota Bulò; Elisa Ricci 001; Barbara Caputo (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Learning Sequential Descriptors for Sequence-Based Visual Place Recognition. - Riccardo Mereu; Gabriele Trivigno; Gabriele Moreno Berton; Carlo Masone; Barbara Caputo (IEEE Robotics Autom. Lett., 2022)

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 (CVPR Workshops, 2023)

EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition. - Gabriele Moreno Berton; Gabriele Trivigno; Barbara Caputo; Carlo Masone (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 (ICCV, 2023)

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

Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition. - Gabriele Trivigno; Gabriele Moreno Berton; Juan Aragon; Barbara Caputo; Carlo Masone (ICCV, 2023)

Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. - Debora Caldarola; Barbara Caputo; Marco Ciccone (ICCV (Workshops), 2023)

Entropic Score metric: Decoupling Topology and Size in Training-free NAS. - Niccolò Cavagnero; Luca Robbiano; Francesca Pistilli; Barbara Caputo; Giuseppe Averta (ICCV (Workshops), 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 (Workshops), 2023)

LCMV: Lightweight Classification Module for Video Domain Adaptation. - Julian Neubert; Mirco Planamente; Chiara Plizzari; Barbara Caputo (ICIAP (2), 2023)

Test Time Adaptation for Egocentric Vision. - Simone Alberto Peirone; Mirco Planamente; Barbara Caputo; Giuseppe Averta (Ital-IA, 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 (WACV, 2023)

Hierarchical Instance Mixing Across Domains in Aerial Segmentation. - Edoardo Arnaudo; Antonio Tavera; Carlo Masone; Fabrizio Dominici; Barbara Caputo (IEEE Access, 2023)

EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge: Mixed Sequences Prediction. - Amirshayan Nasirimajd; Simone Alberto Peirone; Chiara Plizzari; Barbara Caputo (CoRR, 2023)

FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving. - Eros Fanì; Marco Ciccone; Barbara Caputo (CoRR, 2023)

Bringing Online Egocentric Action Recognition Into the Wild. - Gabriele Goletto; Mirco Planamente; Barbara Caputo; Giuseppe Averta (IEEE Robotics Autom. Lett., 2023)

EarthMatch: Iterative Coregistration for Fine-grained Localization of Astronaut Photography. - Gabriele Moreno Berton; Gabriele Goletto; Gabriele Trivigno; Alex Stoken; Barbara Caputo; Carlo Masone (CVPR Workshops, 2024)

EarthLoc: Astronaut Photography Localization by Indexing Earth from Space. - Gabriele Moreno Berton; Alex Stoken; 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 (CVPR, 2024)

MeshVPR: Citywide Visual Place Recognition Using 3D Meshes. - Gabriele Moreno Berton; Lorenz Junglas; Riccardo Zaccone; Thomas Pollok; Barbara Caputo; Carlo Masone (ECCV (74), 2024)

Accelerating Heterogeneous Federated Learning with Closed-form Classifiers. - Eros Fanì; Raffaello Camoriano; Barbara Caputo; Marco Ciccone (ICML, 2024)

Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients. - Andrea Silvi; Andrea Rizzardi; Debora Caldarola; Barbara Caputo; Marco Ciccone (IEEE Access, 2024)

JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition. - Gabriele Moreno Berton; Gabriele Trivigno; Barbara Caputo; Carlo Masone (IEEE Robotics Autom. Lett., 2024)

Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification. - Mirco Planamente; Chiara Plizzari; Simone Alberto Peirone; Barbara Caputo; Andrea Bottino (Int. J. Comput. Vis., 2024)

Mask2Anomaly: Mask Transformer for Universal Open-Set Segmentation. - Shyam Nandan Rai; Fabio Cermelli; Barbara Caputo; Carlo Masone (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning. - Debora Caldarola; Pietro Cagnasso; Barbara Caputo; Marco Ciccone (CVPR, 2025)

Resource-Efficient Personalization in Federated Learning With Closed-Form Classifiers. - Eros Fanì; Raffaello Camoriano; Barbara Caputo; Marco Ciccone (IEEE Access, 2025)

Domain generalization using action sequences for egocentric action recognition. - Amirshayan Nasirimajd; Chiara Plizzari; Simone Alberto Peirone; Marco Ciccone; Giuseppe Averta; Barbara Caputo (Pattern Recognit. Lett., 2025)

Egocentric zone-aware action recognition across environments. - Simone Alberto Peirone; Gabriele Goletto; Mirco Planamente; Andrea Bottino; Barbara Caputo; Giuseppe Averta (Pattern Recognit. Lett., 2025)

Interaction-Aware Gaussian Weighting for Clustered Federated Learning. - Alessandro Licciardi; Davide Leo; Eros Fanì; Barbara Caputo; Marco Ciccone (CoRR, 2025)

Diversity-Driven Learning: Tackling Spurious Correlations and Data Heterogeneity in Federated Models. - Gergely Dániel Németh; Eros Fanì; Yeat Jeng Ng; Barbara Caputo; Miguel Angel Lozano; Nuria Oliver; Novi Quadrianto (CoRR, 2025)