← Authors

Barbara Caputo

39 papers · 2009–2025 · 8 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (16) πŸ—ΊοΈ Taxonomy Completionist (71) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (15) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (11) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (10) πŸ† Keyword Champion ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (131) ❓ The Questioner πŸ“ˆ Trend Setter πŸ’Ž Century Club (39) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (10)

Conferences

CVPR (15) ICCV (7) WACV (7) ECCV (4) ICML (2) JMLR (2) ACML (1) NIPS (1)

Top co-authors

Carlo Masone (11) Gabriele Berton (7) Marco Ciccone (6) Tatiana Tommasi (5) Elisa Ricci (5) Francesco Orabona (4) Gabriele Trivigno (4) Fabio Cermelli (4) Samuel Rota BulΓ² (4) Massimiliano Mancini (4)

Research topics

Computer Vision (1)

Keywords

domain adaptation (7) transfer learning (5) semantic segmentation (5) image retrieval (4) unsupervised domain adaptation (4) action recognition (4) image classification (3) visual geo-localization (3) incremental learning (3) knowledge distillation (3) multi-source domain adaptation (3) domain generalization (3) contrastive learning (3) place recognition (3) neural architecture search (2) few-shot learning (2) video understanding (2) unsupervised learning (2) self-supervised learning (2) pose estimation (2)

Papers

Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning CVPR 2025
Interaction-Aware Gaussian Weighting for Clustered Federated Learning ICML 2025
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024
The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement CVPR 2024
MeshVPR: Citywide Visual Place Recognition Using 3D Meshes ECCV 2024
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers ICML 2024
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning WACV 2023
Unmasking Anomalies in Road-Scene Segmentation ICCV 2023
Divide&Classify: Fine-Grained Classification for City-Wide Visual Geo-Localization ICCV 2023
EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition ICCV 2023
What Can a Cook in Italy Teach a Mechanic in India? Action Recognition Generalisation Over Scenarios and Locations ICCV 2023
FreeREA: Training-Free Evolution-Based Architecture Search WACV 2023
Improving Generalization in Federated Learning by Seeking Flat Minima ECCV 2022
Rethinking Visual Geo-Localization for Large-Scale Applications CVPR 2022
Incremental Learning in Semantic Segmentation From Image Labels CVPR 2022
E2(GO)MOTION: Motion Augmented Event Stream for Egocentric Action Recognition CVPR 2022
Deep Visual Geo-Localization Benchmark CVPR 2022
Distance-Based Hyperspherical Classification for Multi-Source Open-Set Domain Adaptation WACV 2022
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation WACV 2022
Domain Generalization Through Audio-Visual Relative Norm Alignment in First Person Action Recognition WACV 2022
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation WACV 2022
Viewpoint Invariant Dense Matching for Visual Geolocalization ICCV 2021
Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach WACV 2021
One-Shot Unsupervised Cross-Domain Detection ECCV 2020
Towards Recognizing Unseen Categories in Unseen Domains ECCV 2020
Modeling the Background for Incremental Learning in Semantic Segmentation CVPR 2020
AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs CVPR 2019
Domain Generalization by Solving Jigsaw Puzzles CVPR 2019
Boosting Domain Adaptation by Discovering Latent Domains CVPR 2018
From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN CVPR 2018
AutoDIAL: Automatic DomaIn Alignment Layers ICCV 2017
When Naive Bayes Nearest Neighbors Meet Convolutional Neural Networks CVPR 2016
Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective CVPR 2014
Frustratingly Easy NBNN Domain Adaptation ICCV 2013
From N to N+1: Multiclass Transfer Incremental Learning CVPR 2013
Multiclass Latent Locally Linear Support Vector Machines ACML 2013
Multi Kernel Learning with Online-Batch Optimization JMLR 2012
Who’s Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation NIPS 2009
Bounded Kernel-Based Online Learning JMLR 2009