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ORCIDBarbara Caputo
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- affiliation: Politecnico di Torino, Italy
- affiliation: University of Rome La Sapienza, Italy
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2020 – today
- 2024
[j44]Andrea Silvi
, Andrea Rizzardi, Debora Caldarola, Barbara Caputo, Marco Ciccone:
Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients. IEEE Access 12: 57043-57058 (2024)- [j43]Mirco Planamente, Chiara Plizzari, Simone Alberto Peirone, Barbara Caputo, Andrea Bottino:
Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification. Int. J. Comput. Vis. 132(7): 2618-2638 (2024) - [j42]Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone:
JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition. IEEE Robotics Autom. Lett. 9(2): 1310-1317 (2024) - [c158]Gabriele Moreno Berton, Alex Stoken, Barbara Caputo, Carlo Masone:
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space. CVPR 2024: 12754-12764 - [c157]Gabriele Trivigno, Carlo Masone, Barbara Caputo, Torsten Sattler:
The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement. CVPR 2024: 12786-12798 - [c156]Eros Fanì, Raffaello Camoriano, Barbara Caputo, Marco Ciccone:
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers. ICML 2024 - [i102]Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo:
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. CoRR abs/2402.13122 (2024) - [i101]Gabriele Moreno Berton, Alex Stoken, Barbara Caputo, Carlo Masone:
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space. CoRR abs/2403.06758 (2024) - [i100]Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone:
JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition. CoRR abs/2403.19787 (2024) - [i99]Gabriele Trivigno, Carlo Masone, Barbara Caputo, Torsten Sattler:
The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement. CoRR abs/2404.10438 (2024) - [i98]Gabriele Moreno Berton, Gabriele Goletto, Gabriele Trivigno, Alex Stoken, Barbara Caputo, Carlo Masone:
EarthMatch: Iterative Coregistration for Fine-grained Localization of Astronaut Photography. CoRR abs/2405.05422 (2024) - [i97]Eros Fanì, Raffaello Camoriano, Barbara Caputo, Marco Ciccone:
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers. CoRR abs/2406.01116 (2024) - [i96]Gabriele Moreno Berton, Lorenz Junglas, Riccardo Zaccone, Thomas Pollok, Barbara Caputo, Carlo Masone:
MeshVPR: Citywide Visual Place Recognition Using 3D Meshes. CoRR abs/2406.02776 (2024) - 2023
- [j41]Edoardo Arnaudo, Antonio Tavera, Carlo Masone, Fabrizio Dominici, Barbara Caputo:
Hierarchical Instance Mixing Across Domains in Aerial Segmentation. IEEE Access 11: 13324-13333 (2023) - [j40]Gabriele Goletto, Mirco Planamente, Barbara Caputo, Giuseppe Averta:
Bringing Online Egocentric Action Recognition Into the Wild. IEEE Robotics Autom. Lett. 8(4): 2333-2340 (2023) - [c155]Giovanni Barbarani, Mohamad Mostafa, Hajali Bayramov, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo:
Are Local Features All You Need for Cross-Domain Visual Place Recognition? CVPR Workshops 2023: 6155-6165 - [c154]Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo:
Unmasking Anomalies in Road-Scene Segmentation. ICCV 2023: 4014-4023 - [c153]Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone:
EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition. ICCV 2023: 11046-11056 - [c152]Gabriele Trivigno, Gabriele Moreno Berton, Juan Aragon, Barbara Caputo, Carlo Masone:
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition. ICCV 2023: 11108-11118 - [c151]Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen:
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations. ICCV 2023: 13610-13620 - [c150]Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo:
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. ICCV (Workshops) 2023: 1404-1414 - [c149]Niccolò Cavagnero, Luca Robbiano, Francesca Pistilli, Barbara Caputo, Giuseppe Averta:
Entropic Score metric: Decoupling Topology and Size in Training-free NAS. ICCV (Workshops) 2023: 1451-1460 - [c148]Debora Caldarola, Barbara Caputo, Marco Ciccone:
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. ICCV (Workshops) 2023: 2255-2263 - [c147]Julian Neubert, Mirco Planamente, Chiara Plizzari, Barbara Caputo:
LCMV: Lightweight Classification Module for Video Domain Adaptation. ICIAP (2) 2023: 270-282 - [c146]Simone Alberto Peirone, Mirco Planamente, Barbara Caputo, Giuseppe Averta:
Test Time Adaptation for Egocentric Vision. Ital-IA 2023: 42-47 - [c145]Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo:
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. WACV 2023: 444-454 - [c144]Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta:
FreeREA: Training-Free Evolution-based Architecture Search. WACV 2023: 1493-1502 - [i95]Giovanni Barbarani, Mohamad Mostafa, Hajali Bayramov, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo:
Are Local Features All You Need for Cross-Domain Visual Place Recognition? CoRR abs/2304.05887 (2023) - [i94]Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen:
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations. CoRR abs/2306.08713 (2023) - [i93]Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Juan Aragon, Barbara Caputo:
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition. CoRR abs/2307.08417 (2023) - [i92]Amirshayan Nasirimajd, Simone Alberto Peirone, Chiara Plizzari, Barbara Caputo:
EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge: Mixed Sequences Prediction. CoRR abs/2307.12837 (2023) - [i91]Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo:
Unmasking Anomalies in Road-Scene Segmentation. CoRR abs/2307.13316 (2023) - [i90]Gabriele Moreno Berton, Gabriele Trivigno, Barbara Caputo, Carlo Masone:
EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition. CoRR abs/2308.10832 (2023) - [i89]Shyam Nandan Rai, Fabio Cermelli, Barbara Caputo, Carlo Masone:
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation. CoRR abs/2309.04573 (2023) - [i88]Eros Fanì, Marco Ciccone, Barbara Caputo:
FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving. CoRR abs/2309.13336 (2023) - [i87]Debora Caldarola, Barbara Caputo, Marco Ciccone:
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. CoRR abs/2310.01366 (2023) - [i86]Niccolò Cavagnero, Luca Robbiano, Francesca Pistilli, Barbara Caputo, Giuseppe Averta:
Entropic Score metric: Decoupling Topology and Size in Training-free NAS. CoRR abs/2310.04179 (2023) - 2022
- [j39]Francesco Cappio Borlino, Salvatore Polizzotto, Barbara Caputo, Tatiana Tommasi:
Self-supervision & meta-learning for one-shot unsupervised cross-domain detection. Comput. Vis. Image Underst. 223: 103549 (2022) - [j38]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) - [j37]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) - [j36]Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo:
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 10099-10113 (2022) - [j35]Riccardo Mereu, Gabriele Trivigno, Gabriele Moreno Berton, Carlo Masone, Barbara Caputo:
Learning Sequential Descriptors for Sequence-Based Visual Place Recognition. IEEE Robotics Autom. Lett. 7(4): 10383-10390 (2022) - [c143]Antonio Tavera, Edoardo Arnaudo, Carlo Masone, Barbara Caputo:
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images. CVPR Workshops 2022: 1655-1664 - [c142]Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo:
Modeling Missing Annotations for Incremental Learning in Object Detection. CVPR Workshops 2022: 3699-3709 - [c141]Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo:
Incremental Learning in Semantic Segmentation from Image Labels. CVPR 2022: 4361-4371 - [c140]Gabriele Moreno Berton, Carlo Masone, Barbara Caputo:
Rethinking Visual Geo-localization for Large-Scale Applications. CVPR 2022: 4868-4878 - [c139]Gabriele Moreno Berton, Riccardo Mereu, Gabriele Trivigno, Carlo Masone, Gabriela Csurka, Torsten Sattler, Barbara Caputo:
Deep Visual Geo-localization Benchmark. CVPR 2022: 5386-5397 - [c138]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. CVPR 2022: 19903-19915 - [c137]Debora Caldarola, Barbara Caputo, Marco Ciccone:
Improving Generalization in Federated Learning by Seeking Flat Minima. ECCV (23) 2022: 654-672 - [c136]Mirco Planamente, Gabriele Goletto, Gabriele Trivigno, Giuseppe Averta, Barbara Caputo:
Toward Human-Robot Cooperation: Unsupervised Domain Adaptation for Egocentric Action Recognition. HFR 2022: 218-232 - [c135]Mirco Planamente, Chiara Plizzari, Barbara Caputo:
Test-Time Adaptation for Egocentric Action Recognition. ICIAP (3) 2022: 206-218 - [c134]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 - [c133]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 - [c132]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 - [c131]Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola, Marco Ciccone, Barbara Caputo:
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. ICPR 2022: 3376-3382 - [c130]Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo:
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. IROS 2022: 11504-11511 - [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] - [i85]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) - [i84]Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola, Marco Ciccone, Barbara Caputo:
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. CoRR abs/2201.10899 (2022) - [i83]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) - [i82]Lidia Fantauzzo, Eros Fanì, 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) - [i81]Debora Caldarola, Barbara Caputo, Marco Ciccone:
Improving Generalization in Federated Learning by Seeking Flat Minima. CoRR abs/2203.11834 (2022) - [i80]Gabriele Moreno Berton, Carlo Masone, Barbara Caputo:
Rethinking Visual Geo-localization for Large-Scale Applications. CoRR abs/2204.02287 (2022) - [i79]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) - [i78]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) - [i77]Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo:
Modeling Missing Annotations for Incremental Learning in Object Detection. CoRR abs/2204.08766 (2022) - [i76]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) - [i75]Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta:
FreeREA: Training-Free Evolution-based Architecture Search. CoRR abs/2207.05135 (2022) - [i74]Dario Fontanel, Matteo Tarantino, Fabio Cermelli, Barbara Caputo:
Detecting the unknown in Object Detection. CoRR abs/2208.11641 (2022) - [i73]Mirco Planamente, Gabriele Goletto, Gabriele Trivigno, Giuseppe Averta, Barbara Caputo:
PoliTO-IIT-CINI Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition. CoRR abs/2209.04525 (2022) - [i72]Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo:
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. CoRR abs/2210.02326 (2022) - [i71]Edoardo Arnaudo, Antonio Tavera, Fabrizio Dominici, Carlo Masone, Barbara Caputo:
Hierarchical Instance Mixing across Domains in Aerial Segmentation. CoRR abs/2210.06216 (2022) - [i70]Gabriele Goletto, Mirco Planamente, Barbara Caputo, Giuseppe Averta:
Bringing Online Egocentric Action Recognition into the wild. CoRR abs/2211.03004 (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, Salvatore 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]