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Caputo, Barbara

  1. Domain Generalization by Solving Jigsaw Puzzles
    2019/03/16 by Carlucci, Fabio Maria, D'Innocente, Antonio, Bucci, Silvia +2 · 22 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Rethinking Visual Geo-localization for Large-Scale Applications
    2022/04/05 by Gabriele Berton, Berton, Gabriele, Carlo Masone +3 · 23 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
  3. EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition
    2023/08/21 by Gabriele Berton, Berton, Gabriele, Gabriele Trivigno +5 · 23 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
  4. Modeling the Background for Incremental Learning in Semantic Segmentation
    2020/02/03 by Cermelli, Fabio, Mancini, Massimiliano, Bulò, Samuel Rota +2 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Improving Generalization in Federated Learning by Seeking Flat Minima
    2022/03/22 by Caldarola, Debora, Caputo, Barbara, Ciccone, Marco · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Deep Visual Geo-localization Benchmark
    2022/04/07 by Gabriele Berton, Riccardo Mereu, Berton, Gabriele +11 · 8 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Multimodal Machine Learning Applications
  7. E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition
    2021/12/07 by Chiara Plizzari, Mirco Planamente, Plizzari, Chiara +11 · 6 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
  8. Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition
    2021/10/19 by Mirco Planamente, Planamente, Mirco, Chiara Plizzari +5 · 6 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  9. Unmasking Anomalies in Road-Scene Segmentation
    2023/07/25 by Shyam Nandan Rai, Rai, Shyam Nandan, Fabio Cermelli +7 · 9 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #Infrastructure Maintenance and Monitoring
  10. A Deeper Look at Dataset Bias
    2015/05/06 by Tatiana Tommasi, Tommasi, Tatiana, Novi Patricia +5 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
  11. Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation
    2023/09/08 by Rai, Shyam Nandan, Cermelli, Fabio, Caputo, Barbara +1 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6
  12. Viewpoint Invariant Dense Matching for Visual Geolocalization
    2021/09/20 by Berton, Gabriele, Masone, Carlo, Paolicelli, Valerio +1 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. AutoDIAL: Automatic DomaIn Alignment Layers
    2017/04/26 by Carlucci, Fabio Maria, Porzi, Lorenzo, Caputo, Barbara +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
    2022/10/05 by Donald Shenaj, Eros Fanì, Shenaj, Donald +15 · 5 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  15. A Testbed for Cross-Dataset Analysis
    2014/02/24 by Tatiana Tommasi, Tinne Tuytelaars, Tommasi, Tatiana +3 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  16. Learning Sequential Descriptors for Sequence-based Visual Place Recognition
    2022/07/08 by Riccardo Mereu, Gabriele Trivigno, Mereu, Riccardo +7 · 4 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
  17. A Closer Look at Self-training for Zero-Label Semantic Segmentation
    2021/04/21 by Pastore, Giuseppe, Cermelli, Fabio, Xian, Yongqin +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using\n Domain Adaptation
    2021/03/23 by Mirco Planamente, Planamente, Mirco, Chiara Plizzari +13 · 3 citations
    Computer Science · Engineering · #Advanced Data Storage Technologies #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices
  19. Incremental Learning in Semantic Segmentation from Image Labels
    2021/12/03 by Cermelli, Fabio, Fontanel, Dario, Tavera, Antonio +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Learning the Roots of Visual Domain Shift
    2016/07/20 by Tommasi, Tatiana, Lanzi, Martina, Russo, Paolo +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Kitting in the Wild through Online Domain Adaptation
    2018/07/03 by Mancini, Massimiliano, Karaoguz, Hakan, Ricci, Elisa +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  22. The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement
    2024/04/16 by Gabriele Trivigno, Trivigno, Gabriele, Carlo Masone +5 · 5 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  23. Self-Supervised Learning Across Domains
    2020/07/24 by Bucci, Silvia, D'Innocente, Antonio, Liao, Yujun +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Cluster-driven Graph Federated Learning over Multiple Domains
    2021/04/29 by Caldarola, Debora, Mancini, Massimiliano, Galasso, Fabio +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving
    2022/02/28 by Lidia Fantauzzo, Eros Fanì, Fantauzzo, Lidia +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  26. JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition
    2024/03/28 by Berton, Gabriele, Trivigno, Gabriele, Caputo, Barbara +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Are Local Features All You Need for Cross-Domain Visual Place Recognition?
    2023/04/12 by Giovanni Barbarani, Mohamad Mostafa, Barbarani, Giovanni +11 · 2 citations
    Computer Science · Social Sciences · #Advanced Image and Video Retrieval Techniques #Geographic Information Systems Studies #Multimodal Machine Learning Applications
  28. Best sources forward: domain generalization through source-specific nets
    2018/06/15 by Mancini, Massimiliano, Bulò, Samuel Rota, Caputo, Barbara +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  29. Adding New Tasks to a Single Network with Weight Transformations using Binary Masks
    2018/05/28 by Mancini, Massimiliano, Ricci, Elisa, Caputo, Barbara +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning
    2024/12/04 by Caldarola, Debora, Cagnasso, Pietro, Caputo, Barbara +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  31. EarthMatch: Iterative Coregistration for Fine-grained Localization of Astronaut Photography
    2024/05/08 by Gabriele Berton, Berton, Gabriele, Gabriele Goletto +9 · 2 citations
    Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Satellite Image Processing and Photogrammetry
  32. Towards Recognizing Unseen Categories in Unseen Domains
    2020/07/23 by Mancini, Massimiliano, Akata, Zeynep, Ricci, Elisa +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Prototype-based Incremental Few-Shot Semantic Segmentation
    2020/11/30 by Fabio Cermelli, Cermelli, Fabio, Massimiliano Mancini +7 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  34. Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation
    2021/07/05 by Silvia Bucci, Bucci, Silvia, Francesco Cappio Borlino +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  35. Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images
    2022/04/17 by Antonio Tavera, Tavera, Antonio, Edoardo Arnaudo +5 · 1 citation
    Agricultural and Biological Sciences · Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Smart Agriculture and AI
  36. Detecting Anomalies in Semantic Segmentation with Prototypes
    2021/06/01 by Fontanel, Dario, Cermelli, Fabio, Mancini, Massimiliano +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation
    2021/10/22 by Tavera, Antonio, Cermelli, Fabio, Masone, Carlo +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. Modeling Missing Annotations for Incremental Learning in Object Detection
    2022/04/19 by Cermelli, Fabio, Geraci, Antonino, Fontanel, Dario +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations
    2023/06/14 by Plizzari, Chiara, Perrett, Toby, Caputo, Barbara +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge: Mixed Sequences Prediction
    2023/07/24 by Amirshayan Nasirimajd, Nasirimajd, Amirshayan, Simone Peirone +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics (cs.RO)
  41. EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
    2024/03/11 by Gabriele Berton, Alex Stoken, Berton, Gabriele +5 · 1 citation
    Engineering · Mathematics · Physics and Astronomy · #Advanced Research in Science and Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Planetary Science and Exploration #Satellite Image Processing and Photogrammetry
  42. MeshVPR: Citywide Visual Place Recognition Using 3D Meshes
    2024/06/04 by Berton, Gabriele, Junglas, Lorenz, Zaccone, Riccardo +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  43. Online Open World Recognition
    2016/04/08 by Rocco De Rosa, De Rosa, Rocco, Thomas Mensink +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  44. Accelerating Heterogeneous Federated Learning with Closed-form Classifiers
    2024/06/03 by Eros Fanì, Fanì, Eros, Raffaello Camoriano +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques