Barbara Caputo

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

Achievements

+15 more ↓

🏃 Academic Marathon (16) 🌍 Conference Polyglot (8) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🌟 Keyword Trendsetter Combo (3) 🤝 Dynamic Duo (11) 🌱 Topic Pioneer 🔬 Deep Specialist (10) 🏆 Keyword Champion ⚡ Prolific Year (6) 🗃️ Keyword Collector (131) ❓ The Questioner 📈 Trend Setter 💎 Century Club (39) 🚀 Conference Pioneer 🔥 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 Bulò (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