Concepedia

Giulia Pasquale

GP

8

Publications

227

Citations

8

H-Index

2015

Active since

Affiliations

Italian Institute of Technology(Current)

University of Genoa

Massachusetts Institute of Technology

Ingegneria dei Sistemi (Italy)

Giulia Pasquale is an author at Italian Institute of Technology specializing in computer vision, machine vision, and robot learning.

Top concepts

EngineeringMachine VisionRobot LearningComputer VisionRoboticsImage AnalysisComputer ScienceObject DetectionObject RecognitionPattern Recognition

Publications per year

2015–2019

8

Publications

8

Object identification from few examples by improving the invariance of a Deep Convolutional Neural Network

Giulia Pasquale, Carlo Ciliberto, Lorenzo Rosasco et al. · 2016 · 49 citations

Geometric Learning, Convolutional Neural Network, Engineering +18

Are we done with object recognition? The iCub robot’s perspective

Giulia Pasquale, Carlo Ciliberto, Francesca Odone et al. · Robotics and Autonomous Systems · 2018 · 46 citations · Full text

Artificial Intelligence, Cognitive Science, Machine Vision +11

Teaching iCub to recognize objects using deep convolutional neural networks

Giulia Pasquale, Carlo Ciliberto, Francesca Odone et al. · CINECA IRIS Institutial Research Information System (University of Genoa) · 2015 · 35 citations · Full text

Interactive data collection for deep learning object detectors on humanoid robots

Elisa Maiettini, Giulia Pasquale, Lorenzo Rosasco et al. · 2017 · 27 citations

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +17

On-line object detection: a robotics challenge

Elisa Maiettini, Giulia Pasquale, Lorenzo Rosasco et al. · Autonomous Robots · 2019 · 26 citations · Full text

Machine Vision, Image Analysis, Engineering +9

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