Barbara Caputo

About Barbara Caputo

Barbara Caputo, With an exceptional h-index of 63 and a recent h-index of 45 (since 2020), a distinguished researcher at Politecnico di Torino, specializes in the field of Artificial intelligence, Computer Vision, intelligent Systems, Multi Modal Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement

Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients

EarthLoc: Astronaut Photography Localization by Indexing Earth from Space

Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification

Are Local Features All You Need for Cross-Domain Visual Place Recognition?

Learning across domains and devices: Style-driven source-free domain adaptation in clustered federated learning

Freerea: Training-free evolution-based architecture search

JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition

Barbara Caputo Information

University

Position

& Italian Institute of Technology

Citations(all)

19986

Citations(since 2020)

9771

Cited By

13937

hIndex(all)

63

hIndex(since 2020)

45

i10Index(all)

169

i10Index(since 2020)

121

Email

University Profile Page

Google Scholar

Barbara Caputo Skills & Research Interests

Artificial intelligence

Computer Vision

intelligent Systems

Multi Modal Learning

Top articles of Barbara Caputo

The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement

arXiv preprint arXiv:2404.10438

2024/4/16

Barbara Caputo
Barbara Caputo

H-Index: 40

Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients

IEEE Access

2024/4/11

EarthLoc: Astronaut Photography Localization by Indexing Earth from Space

arXiv preprint arXiv:2403.06758

2024/3/11

Barbara Caputo
Barbara Caputo

H-Index: 40

Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification

International Journal of Computer Vision

2024/2/9

Barbara Caputo
Barbara Caputo

H-Index: 40

Andrea Bottino
Andrea Bottino

H-Index: 13

Are Local Features All You Need for Cross-Domain Visual Place Recognition?

2023

Barbara Caputo
Barbara Caputo

H-Index: 40

Learning across domains and devices: Style-driven source-free domain adaptation in clustered federated learning

WACV 2023

2023

Freerea: Training-free evolution-based architecture search

2023

Barbara Caputo
Barbara Caputo

H-Index: 40

JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition

IEEE Robotics and Automation Letters

2023/12/4

Barbara Caputo
Barbara Caputo

H-Index: 40

Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models

2023/10/28

Barbara Caputo
Barbara Caputo

H-Index: 40

Marco Ciccone
Marco Ciccone

H-Index: 5

Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum

2023/10/13

Barbara Caputo
Barbara Caputo

H-Index: 40

Marco Ciccone
Marco Ciccone

H-Index: 5

Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition

2023/10/1

Barbara Caputo
Barbara Caputo

H-Index: 40

FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving

arXiv preprint arXiv:2309.13336

2023/9/23

Marco Ciccone
Marco Ciccone

H-Index: 5

Barbara Caputo
Barbara Caputo

H-Index: 40

Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation

arXiv preprint arXiv:2309.04573

2023/9/8

LCMV: Lightweight Classification Module for Video Domain Adaptation

2023/9/5

Barbara Caputo
Barbara Caputo

H-Index: 40

EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge: Mixed Sequences Prediction

arXiv preprint arXiv:2307.12837

2023/7/24

Barbara Caputo
Barbara Caputo

H-Index: 40

Unmasking Anomalies in Road-Scene Segmentation

arXiv e-prints

2023/7

Bringing online egocentric action recognition into the wild

IEEE Robotics and Automation Letters

2023/3/2

Barbara Caputo
Barbara Caputo

H-Index: 40

Hierarchical instance mixing across domains in aerial segmentation

IEEE Access

2023/2/8

Entropic Score metric: Decoupling Topology and Size in Training-free NAS

2023

Barbara Caputo
Barbara Caputo

H-Index: 40

Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model

2023

See List of Professors in Barbara Caputo University(Politecnico di Torino)

Co-Authors

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