Pubblicazioni

Exploring biometric domain adaptation in human action recognition models for unconstrained environments

2024 - MULTIMEDIA TOOLS AND APPLICATIONS

Freire-Obregon, D.; Barra, P.; Castrillon-Santana, M.; De Marsico, M.

Hyperbolic Active Learning for Semantic Segmentation under Domain Shift

2024 - Hyperbolic Active Learning for Semantic Segmentation under Domain Shift

Franco, Luca; Mandica, Paolo; Kallidromitis, Konstantinos; Guillory, Devin; Li, Yu-Teng; Darrell, Trevor; Galasso, Fabio

Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation

2023 - IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Saltori, Cristiano; Galasso, Fabio; Fiameni, Giuseppe; Sebe, Nicu; Poiesi, Fabio; Ricci, Elisa

Adversarial Branch Architecture Search for Unsupervised Domain Adaptation

2022 - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Robbiano, Luca; Rahman, Muhammad Rameez Ur; Galasso, Fabio; Caputo, Barbara; Maria Carlucci, Fabio

CoSMix. Compositional semantic mix for domain adaptation in 3D LiDAR segmentation

2022 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Saltori, Cristiano; Galasso, Fabio; Fiameni, Giuseppe; Sebe, Nicu; Ricci, Elisa; Fabiopoiesi,

Self-Supervised Learning Across Domains

2022 - IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Bucci, Silvia; D'Innocente, Antonio; Liao, Yujun; Carlucci, Fabio Maria; Caputo, Barbara; Tommasi, Tatiana

WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER

2021 - Findings of the Association for Computational Linguistics: EMNLP 2021

Tedeschi, Simone; Maiorca, Valentino; Campolungo, NiccolÃ²; Cecconi, Francesco; Navigli, Roberto

Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency

2019 - Image Analysis and Processing â ICIAP 2019

Mancini, Massimiliano; Porzi, Lorenzo; Cermelli, Fabio; Caputo, Barbara

AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs

2019 - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Mancini, Massimiliano; Rota BulÃ², Samuel; Caputo, Barbara; Ricci, Elisa

Domain generalization by solving jigsaw puzzles

2019 - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Carlucci, Fabio Maria; D'Innocente, Antonio; Bucci, Silvia; Tommasi, Tatiana; Caputo, Barbara

Tackling partial domain adaptation with self-supervision

2019 - Image Analysis and Processing â ICIAP 2019

Bucci, Silvia; D'Innocente, Antonio; Tommasi, Tatiana

Hallucinating Agnostic Images to Generalize Across Domains

2019 - 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)

Carlucci, Fm; Russo, P; Tommasi, T; Caputo, B

Robust Place Categorization With Deep Domain Generalization

2018 - IEEE ROBOTICS AND AUTOMATION LETTERS

Mancini, Massimiliano; Rota BulÃ², Samuel; Caputo, Barbara; Ricci, Elisa

Boosting Domain Adaptation by Discovering Latent Domains

2018 - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Mancini, Massimiliano; Porzi, Lorenzo; Rota BulÃ², Samuel; Caputo, Barbara; Ricci, Elisa

Kitting in the Wild through Online Domain Adaptation

2018 - 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Mancini, Massimiliano; Karaoguz, Hakan; Ricci, Elisa; Jensfelt, Patric; Caputo, Barbara

Scalable greedy algorithms for transfer learning

2017 - COMPUTER VISION AND IMAGE UNDERSTANDING

Kuzborskij, Ilja; Orabona, Francesco; CAPUTO, BARBARA

Learning the roots of visual domain shift

2016 - Computer Vision â ECCV 2016 Workshops

Tommasi, Tatiana; Lanzi, Martina; Russo, Paolo; Caputo, Barbara

A Testbed for Cross-Dataset Analysis

2015 - Computer Vision - ECCV 2014 Workshops

Tommasi, Tatiana; Tuytelaars, Tinne

Location recognition over large time lags

2015 - COMPUTER VISION AND IMAGE UNDERSTANDING

Fernando, Basura; Tommasi, Tatiana; Tuytelaars, Tinne

Towards learning free naive bayes nearest neighbor-based domain adaptation

2015 - Image Analysis and Processing â ICIAP 2015

Saeedan, Faraz; Caputo, Barbara

Transferring knowledge across robots: A risk sensitive approach

2015 - ROBOTICS AND AUTONOMOUS SYSTEMS

Costante, Gabriele; Ciarfuglia, Thomas Alessandro; Valigi, Paolo; Ricci, Elisa