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Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition


Oct 19, 2021
Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo

* Accepted at WACV 2022 

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Viewpoint Invariant Dense Matching for Visual Geolocalization


Sep 20, 2021
Gabriele Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo

* ICCV 2021 

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Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation


Jul 14, 2021
Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi


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On the Challenges of Open World Recognitionunder Shifting Visual Domains


Jul 09, 2021
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo

* RAL/ICRA 2021 

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PoliTO-IIT Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition


Jul 01, 2021
Chiara Plizzari, Mirco Planamente, Emanuele Alberti, Barbara Caputo

* 3rd place in the 2021 EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 

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Towards Fairness Certification in Artificial Intelligence


Jun 04, 2021
Tatiana Tommasi, Silvia Bucci, Barbara Caputo, Pietro Asinari


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Cross-Domain First Person Audio-Visual Action Recognition through Relative Norm Alignment


Jun 03, 2021
Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo

* 11 pages, 7 figures 

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Detecting Anomalies in Semantic Segmentation with Prototypes


Jun 01, 2021
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo

* SAIAD CVPR21 Workshop 

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Cluster-driven Graph Federated Learning over Multiple Domains


Apr 29, 2021
Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo

* Accepted to CVPR21 Workshop Learning from Limited or Imperfect Data (L^2ID) 

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A Closer Look at Self-training for Zero-Label Semantic Segmentation


Apr 21, 2021
Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo


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Boosting Binary Masks for Multi-Domain Learning through Affine Transformations


Mar 25, 2021
Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Buló

* Accepted for publication by Machine Vision and Applications on May 21, 2020. arXiv admin note: substantial text overlap with arXiv:1805.11119 

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Inferring Latent Domains for Unsupervised Deep Domain Adaptation


Mar 25, 2021
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci

* IEEE T-PAMI, https://ieeexplore.ieee.org/document/8792192 

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DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation


Mar 23, 2021
Mirco Planamente, Chiara Plizzari, Marco Cannici, Marco Ciccone, Francesco Strada, Andrea Bottino, Matteo Matteucci, Barbara Caputo

* This paper is currently under review 

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Adversarial Branch Architecture Search for Unsupervised Domain Adaptation


Mar 04, 2021
Luca Robbiano, Muhammad Rameez Ur Rahman, Fabio Galasso, Barbara Caputo, Fabio Maria Carlucci


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A Response Retrieval Approach for Dialogue Using a Multi-Attentive Transformer


Dec 15, 2020
Matteo A. Senese, Alberto Benincasa, Barbara Caputo, Giuseppe Rizzo


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A Few Guidelines for Incremental Few-Shot Segmentation


Nov 30, 2020
Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo

* Under review 

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Adaptive-Attentive Geolocalization from few queries: a hybrid approach


Oct 14, 2020
Gabriele Moreno Berton, Valerio Paolicelli, Carlo Masone, Barbara Caputo


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Towards Recognizing Unseen Categories in Unseen Domains


Aug 11, 2020
Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo

* Accepted to ECCV 2020 

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Shape Consistent 2D Keypoint Estimation under Domain Shift


Aug 04, 2020
Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulo, Barbara Caputo, Elisa Ricci


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Self-Supervised Learning Across Domains


Jul 24, 2020
Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi


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One-Shot Unsupervised Cross-Domain Detection


May 23, 2020
Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi


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Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition


Apr 21, 2020
Mohammad Reza Loghmani, Luca Robbiano, Mirco Planamente, Kiru Park, Barbara Caputo, Markus Vincze


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Boosting Deep Open World Recognition by Clustering


Apr 20, 2020
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo

* This work has been submitted to IROS/RAL 2020 

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IDDA: a large-scale multi-domain dataset for autonomous driving


Apr 17, 2020
Emanuele Alberti, Antonio Tavera, Carlo Masone, Barbara Caputo

* Under review 

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Joint Encoding of Appearance and Motion Features with Self-supervision for First Person Action Recognition


Feb 10, 2020
Mirco Planamente, Andrea Bottino, Barbara Caputo


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Modeling the Background for Incremental Learning in Semantic Segmentation


Feb 03, 2020
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo


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Learning to Generalize One Sample at a Time with Self-Supervision


Oct 11, 2019
Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

* Submitted to ICCV 2019 

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