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ORCIDBarbara Caputo
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- affiliation: University of Rome La Sapienza
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2020 – today
- 2022
[j36]Valerio Paolicelli, Gabriele Moreno Berton, Francesco Montagna, Carlo Masone, Barbara Caputo:
Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach. Frontiers Comput. Sci. 4: 841817 (2022)- [j35]Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi:
Self-Supervised Learning Across Domains. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5516-5528 (2022) - [c133]Mirco Plananamente
, Chiara Plizzari, Barbara Caputo:
Test-Time Adaptation for Egocentric Action Recognition. ICIAP (3) 2022: 206-218 - [c132]Valerio Paolicelli, Antonio Tavera, Carlo Masone, Gabriele Moreno Berton, Barbara Caputo:
Learning Semantics for Visual Place Recognition Through Multi-scale Attention. ICIAP (2) 2022: 454-466 - [c131]Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo:
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. ICIAP (2) 2022: 742-754 - [c130]Dario Fontanel, Fabio Cermelli, Antonino Geraci, Mauro Musarra, Matteo Tarantino, Barbara Caputo:
Relaxing the Forget Constraints in Open World Recognition. ICIAP (1) 2022: 751-763 - [c129]Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo:
Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition. WACV 2022: 163-174 - [c128]Luca Robbiano, Muhammad Rameez Ur Rahman, Fabio Galasso, Barbara Caputo, Fabio Maria Carlucci:
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation. WACV 2022: 1008-1018 - [c127]Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi:
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation. WACV 2022: 1030-1039 - [c126]Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo:
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. WACV 2022: 1959-1968 - [e5]Douwe Kiela, Marco Ciccone, Barbara Caputo:
NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December 2021, Online. Proceedings of Machine Learning Research 176, PMLR 2022 [contents] - [i80]Valerio Paolicelli, Antonio Tavera, Carlo Masone, Gabriele Moreno Berton, Barbara Caputo:
Learning Semantics for Visual Place Recognition through Multi-Scale Attention. CoRR abs/2201.09701 (2022) - [i79]Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola, Marco Ciccone, Barbara Caputo:
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. CoRR abs/2201.10899 (2022) - [i78]Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. CoRR abs/2201.13338 (2022) - [i77]Lidia Fantauzzo, Eros Fani', Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo:
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. CoRR abs/2202.13670 (2022) - [i76]Debora Caldarola, Barbara Caputo, Marco Ciccone:
Improving Generalization in Federated Learning by Seeking Flat Minima. CoRR abs/2203.11834 (2022) - [i75]Gabriele Moreno Berton, Carlo Masone, Barbara Caputo:
Rethinking Visual Geo-localization for Large-Scale Applications. CoRR abs/2204.02287 (2022) - [i74]Gabriele Moreno Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka, Torsten Sattler, Barbara Caputo:
Deep Visual Geo-localization Benchmark. CoRR abs/2204.03444 (2022) - [i73]Antonio Tavera, Edoardo Arnaudo, Carlo Masone, Barbara Caputo:
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images. CoRR abs/2204.07969 (2022) - [i72]Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo:
Modeling Missing Annotations for Incremental Learning in Object Detection. CoRR abs/2204.08766 (2022) - [i71]Riccardo Mereu, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo:
Learning Sequential Descriptors for Sequence-based Visual Place Recognition. CoRR abs/2207.03868 (2022) - [i70]Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta:
FreeREA: Training-Free Evolution-based Architecture Search. CoRR abs/2207.05135 (2022) - 2021
- [j34]Carlo Masone, Barbara Caputo:
A Survey on Deep Visual Place Recognition. IEEE Access 9: 19516-19547 (2021) - [j33]Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Inferring Latent Domains for Unsupervised Deep Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43(2): 485-498 (2021) - [j32]Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò:
MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43(12): 4441-4452 (2021) - [j31]Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo:
On the Challenges of Open World Recognition Under Shifting Visual Domains. IEEE Robotics Autom. Lett. 6(2): 604-611 (2021) - [j30]Mirco Planamente, Chiara Plizzari, Marco Cannici, Marco Ciccone, Francesco Strada, Andrea Bottino, Matteo Matteucci, Barbara Caputo:
DA4Event: Towards Bridging the Sim-to-Real Gap for Event Cameras Using Domain Adaptation. IEEE Robotics Autom. Lett. 6(4): 6616-6623 (2021) - [c125]Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo:
Prototype-based Incremental Few-Shot Segmentation. BMVC 2021: 155 - [c124]Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo:
Detecting Anomalies in Semantic Segmentation With Prototypes. CVPR Workshops 2021: 113-121 - [c123]Marco Cannici, Chiara Plizzari, Mirco Planamente, Marco Ciccone, Andrea Bottino, Barbara Caputo, Matteo Matteucci:
N-ROD: A Neuromorphic Dataset for Synthetic-to-Real Domain Adaptation. CVPR Workshops 2021: 1342-1347 - [c122]Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo:
A Closer Look at Self-Training for Zero-Label Semantic Segmentation. CVPR Workshops 2021: 2693-2702 - [c121]Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo:
Cluster-Driven Graph Federated Learning Over Multiple Domains. CVPR Workshops 2021: 2749-2758 - [c120]Barbara Caputo:
Towards Recognizing New Semantic Concepts in New Visual Domains. DeLTA 2021: 7 - [c119]Gabriele Moreno Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo:
Viewpoint Invariant Dense Matching for Visual Geolocalization. ICCV 2021: 12149-12158 - [c118]Gabriele Moreno Berton, Valerio Paolicelli, Carlo Masone, Barbara Caputo:
Adaptive-Attentive Geolocalization from few queries: a hybrid approach. WACV 2021: 2917-2926 - [i69]Luca Robbiano, Muhammad Rameez Ur Rahman, Fabio Galasso, Barbara Caputo, Fabio Maria Carlucci:
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation. CoRR abs/2102.06679 (2021) - [i68]Mirco Planamente, Chiara Plizzari, Marco Cannici, Marco Ciccone, Francesco Strada, Andrea Bottino, Matteo Matteucci, Barbara Caputo:
DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation. CoRR abs/2103.12768 (2021) - [i67]Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Inferring Latent Domains for Unsupervised Deep Domain Adaptation. CoRR abs/2103.13873 (2021) - [i66]Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò:
Boosting Binary Masks for Multi-Domain Learning through Affine Transformations. CoRR abs/2103.13894 (2021) - [i65]Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo:
A Closer Look at Self-training for Zero-Label Semantic Segmentation. CoRR abs/2104.11692 (2021) - [i64]Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo:
Cluster-driven Graph Federated Learning over Multiple Domains. CoRR abs/2104.14628 (2021) - [i63]Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo:
Detecting Anomalies in Semantic Segmentation with Prototypes. CoRR abs/2106.00472 (2021) - [i62]Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo:
Cross-Domain First Person Audio-Visual Action Recognition through Relative Norm Alignment. CoRR abs/2106.01689 (2021) - [i61]Tatiana Tommasi, Silvia Bucci, Barbara Caputo, Pietro Asinari:
Towards Fairness Certification in Artificial Intelligence. CoRR abs/2106.02498 (2021) - [i60]Francesco Cappio Borlino, S. Polizzotto, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection. CoRR abs/2106.03496 (2021) - [i59]Chiara Plizzari, Mirco Planamente, Emanuele Alberti, Barbara Caputo:
PoliTO-IIT Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition. CoRR abs/2107.00337 (2021) - [i58]Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi:
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation. CoRR abs/2107.02067 (2021) - [i57]Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo:
On the Challenges of Open World Recognitionunder Shifting Visual Domains. CoRR abs/2107.04461 (2021) - [i56]Gabriele Moreno Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo:
Viewpoint Invariant Dense Matching for Visual Geolocalization. CoRR abs/2109.09827 (2021) - [i55]Mirco Planamente, Chiara Plizzari, Emanuele Alberti, Barbara Caputo:
Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition. CoRR abs/2110.10101 (2021) - [i54]Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo:
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. CoRR abs/2110.11650 (2021) - [i53]Antonio Tavera, Carlo Masone, Barbara Caputo:
Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation. CoRR abs/2110.11662 (2021) - [i52]Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo:
Incremental Learning in Semantic Segmentation from Image Labels. CoRR abs/2112.01882 (2021) - [i51]Chiara Plizzari, Mirco Planamente, Gabriele Goletto, Marco Cannici, Emanuele Gusso, Matteo Matteucci, Barbara Caputo:
E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition. CoRR abs/2112.03596 (2021) - [i50]Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo:
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. CoRR abs/2112.03814 (2021) - 2020
- [j29]Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò:
Boosting binary masks for multi-domain learning through affine transformations. Mach. Vis. Appl. 31(6): 42 (2020) - [j28]Emanuele Alberti, Antonio Tavera, Carlo Masone, Barbara Caputo:
IDDA: A Large-Scale Multi-Domain Dataset for Autonomous Driving. IEEE Robotics Autom. Lett. 5(4): 5526-5533 (2020) - [j27]Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Boosting Deep Open World Recognition by Clustering. IEEE Robotics Autom. Lett. 5(4): 5985-5992 (2020) - [j26]Mohammad Reza Loghmani, Luca Robbiano, Mirco Planamente, Kiru Park, Barbara Caputo, Markus Vincze:
Unsupervised Domain Adaptation Through Inter-Modal Rotation for RGB-D Object Recognition. IEEE Robotics Autom. Lett. 5(4): 6631-6638 (2020) - [c117]Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Modeling the Background for Incremental Learning in Semantic Segmentation. CVPR 2020: 9230-9239 - [c116]Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo:
Towards Recognizing Unseen Categories in Unseen Domains. ECCV (23) 2020: 466-483 - [c115]Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
One-Shot Unsupervised Cross-Domain Detection. ECCV (16) 2020: 732-748 - [c114]Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Shape Consistent 2D Keypoint Estimation under Domain Shift. ICPR 2020: 8037-8044 - [c113]Mirco Planamente, Andrea Bottino, Barbara Caputo:
Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition. ICPR 2020: 8751-8758 - [i49]Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Modeling the Background for Incremental Learning in Semantic Segmentation. CoRR abs/2002.00718 (2020) - [i48]Mirco Planamente, Andrea Bottino, Barbara Caputo:
Joint Encoding of Appearance and Motion Features with Self-supervision for First Person Action Recognition. CoRR abs/2002.03982 (2020) - [i47]Emanuele Alberti, Antonio Tavera, Carlo Masone, Barbara Caputo:
IDDA: a large-scale multi-domain dataset for autonomous driving. CoRR abs/2004.08298 (2020) - [i46]Mohammad Reza Loghmani, Luca Robbiano, Mirco Planamente, Kiru Park, Barbara Caputo, Markus Vincze:
Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition. CoRR abs/2004.10016 (2020) - [i45]Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Boosting Deep Open World Recognition by Clustering. CoRR abs/2004.13849 (2020) - [i44]Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
One-Shot Unsupervised Cross-Domain Detection. CoRR abs/2005.11610 (2020) - [i43]Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo:
Towards Recognizing Unseen Categories in Unseen Domains. CoRR abs/2007.12256 (2020) - [i42]Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi:
Self-Supervised Learning Across Domains. CoRR abs/2007.12368 (2020) - [i41]Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Shape Consistent 2D Keypoint Estimation under Domain Shift. CoRR abs/2008.01589 (2020) - [i40]Gabriele Moreno Berton, Valerio Paolicelli, Carlo Masone, Barbara Caputo:
Adaptive-Attentive Geolocalization from few queries: a hybrid approach. CoRR abs/2010.06897 (2020) - [i39]Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo:
A Few Guidelines for Incremental Few-Shot Segmentation. CoRR abs/2012.01415 (2020) - [i38]Matteo Antonio Senese, Alberto Benincasa, Barbara Caputo, Giuseppe Rizzo:
A Response Retrieval Approach for Dialogue Using a Multi-Attentive Transformer. CoRR abs/2012.08148 (2020)
2010 – 2019
- 2019
- [j25]Mohammad Reza Loghmani, Mirco Planamente, Barbara Caputo, Markus Vincze:
Recurrent Convolutional Fusion for RGB-D Object Recognition. IEEE Robotics Autom. Lett. 4(3): 2878-2885 (2019) - [c112]Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Barbara Caputo, Elisa Ricci:
Structured Domain Adaptation for 3D Keypoint Estimation. 3DV 2019: 57-66 - [c111]Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
Domain Generalization by Solving Jigsaw Puzzles. CVPR 2019: 2229-2238 - [c110]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs. CVPR 2019: 6568-6577 - [c109]Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo:
Hallucinating Agnostic Images to Generalize Across Domains. ICCV Workshops 2019: 3227-3234 - [c108]Paolo Russo, Tatiana Tommasi, Barbara Caputo:
Towards Multi-source Adaptive Semantic Segmentation. ICIAP (1) 2019: 292-301 - [c107]Massimiliano Mancini, Lorenzo Porzi, Fabio Cermelli, Barbara Caputo:
Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. ICIAP (2) 2019: 390-401 - [c106]Dario Molinari, Giulia Pasquale, Lorenzo Natale, Barbara Caputo:
Automatic Creation of Large Scale Object Databases from Web Resources: A Case Study in Robot Vision. ICIAP (2) 2019: 488-498 - [c105]Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo:
Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition. ICRA 2019: 9537-9543 - [c104]Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo:
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. IROS 2019: 6097-6104 - [p5]Luca Piras, Barbara Caputo, Duc-Tien Dang-Nguyen, Michael Riegler, Pål Halvorsen:
Image Retrieval Evaluation in Specific Domains. Information Retrieval Evaluation in a Changing World 2019: 275-305 - [i37]Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
Domain Generalization by Solving Jigsaw Puzzles. CoRR abs/1903.06864 (2019) - [i36]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs. CoRR abs/1903.07062 (2019) - [i35]Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo:
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. CoRR abs/1904.00912 (2019) - [i34]Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo:
Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition. CoRR abs/1906.01258 (2019) - [i33]Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
Learning to Generalize One Sample at a Time with Self-Supervision. CoRR abs/1910.03915 (2019) - 2018
- [j24]Igor Barros Barbosa, Marco Cristani, Barbara Caputo, Aleksander Rognhaugen, Theoharis Theoharis:
Looking beyond appearances: Synthetic training data for deep CNNs in re-identification. Comput. Vis. Image Underst. 167: 50-62 (2018) - [j23]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Robust Place Categorization With Deep Domain Generalization. IEEE Robotics Autom. Lett. 3(3): 2093-2100 (2018) - [j22]Fabio Maria Carlucci, Paolo Russo, Barbara Caputo:
(DE)2CO: Deep Depth Colorization. IEEE Robotics Autom. Lett. 3(3): 2386-2393 (2018) - [c103]Valentina Gregori, Barbara Caputo, Arjan Gijsberts:
The Difficulty of Recognizing Grasps from sEMG during Activities of Daily Living. BioRob 2018: 583-588 - [c102]Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Boosting Domain Adaptation by Discovering Latent Domains. CVPR 2018: 3771-3780 - [c101]Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo:
From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN. CVPR 2018: 8099-8108 - [c100]Antonio D'Innocente, Barbara Caputo:
Domain Generalization with Domain-Specific Aggregation Modules. GCPR 2018: 187-198 - [c99]Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò:
Adding New Tasks to a Single Network with Weight Transformations Using Binary Masks. ECCV Workshops (2) 2018: 180-189 - [c98]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Best Sources Forward: Domain Generalization through Source-Specific Nets. ICIP 2018: 1353-1357 - [c97]Samantha Guerriero, Barbara Caputo, Thomas Mensink:
DeepNCM: Deep Nearest Class Mean Classifiers. ICLR (Workshop) 2018 - [c96]Mohammad Reza Loghmani, Barbara Caputo, Markus Vincze:
Recognizing Objects in-the-Wild: Where do we Stand? ICRA 2018: 2170-2177 - [c95]Gabriele Angeletti, Barbara Caputo, Tatiana Tommasi:
Adaptive Deep Learning Through Visual Domain Localization. ICRA 2018: 7135-7142 - [c94]Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo:
Kitting in the Wild through Online Domain Adaptation. IROS 2018: 1103-1109 - [i32]Gabriele Angeletti, Barbara Caputo, Tatiana Tommasi:
Adaptive Deep Learning through Visual Domain Localization. CoRR abs/1802.08833 (2018) - [i31]Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Boosting Domain Adaptation by Discovering Latent Domains. CoRR abs/1805.01386 (2018) - [i30]Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò:
Adding New Tasks to a Single Network with Weight Trasformations using Binary Masks. CoRR abs/1805.11119 (2018) - [i29]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Robust Place Categorization with Deep Domain Generalization. CoRR abs/1805.12048 (2018) - [i28]Mohammad Reza Loghmani, Mirco Planamente, Barbara Caputo, Markus Vincze:
Recurrent Convolutional Fusion for RGB-D Object Recognition. CoRR abs/1806.01673 (2018) - [i27]Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Best sources forward: domain generalization through source-specific nets. CoRR abs/1806.05810 (2018) - [i26]Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo:
Kitting in the Wild through Online Domain Adaptation. CoRR abs/1807.01028 (2018) - [i25]Silvia Bucci, Mohammad Reza Loghmani, Barbara Caputo:
Multimodal Deep Domain Adaptation. CoRR abs/1807.11697 (2018) - [i24]Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo:
Agnostic Domain Generalization. CoRR abs/1808.01102 (2018) - [i23]Mirco Planamente, Mohammad Reza Loghmani, Barbara Caputo:
Recurrent Convolutional Fusion for RGB-D Object Recognition. CoRR abs/1808.01357 (2018) - [i22]Antonio D'Innocente, Barbara Caputo:
Domain Generalization with Domain-Specific Aggregation Modules. CoRR abs/1809.10966 (2018) - 2017
- [j21]Ilja Kuzborskij, Francesco Orabona, Barbara Caputo:
Scalable greedy algorithms for transfer learning. Comput. Vis. Image Underst. 156: 174-185 (2017) - [j20]Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Learning Deep NBNN Representations for Robust Place Categorization. IEEE Robotics Autom. Lett. 2(3): 1794-1801 (2017) - [c93]Jay Young, Valerio Basile, Markus Suchi, Lars Kunze, Nick Hawes, Markus Vincze, Barbara Caputo:
Making Sense of Indoor Spaces Using Semantic Web Mining and Situated Robot Perception. AnSWeR@ESWC 2017: 31-40 - [c92]Jay Young, Valerio Basile, Markus Suchi, Lars Kunze, Nick Hawes, Markus Vincze, Barbara Caputo:
Making Sense of Indoor Spaces Using Semantic Web Mining and Situated Robot Perception. ESWC (Satellite Events) 2017: 299-313 - [c91]Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò:
AutoDIAL: Automatic Domain Alignment Layers. ICCV 2017: 5077-5085 - [c90]Novi Patricia, Fabio Maria Carlucci, Barbara Caputo:
Deep Depth Domain Adaptation: A Case Study. ICCV Workshops 2017: 2645-2650 - [c89]Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò:
Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation. ICIAP (1) 2017: 357-369 - [c88]Barbara Caputo, Claudio Cusano, Martina Lanzi, Paolo Napoletano, Raimondo Schettini: