Gerardo Aragon-Camarasa

Gerardo Aragon-Camarasa

University of Glasgow

H-index: 15

Europe-United Kingdom

About Gerardo Aragon-Camarasa

Gerardo Aragon-Camarasa, With an exceptional h-index of 15 and a recent h-index of 12 (since 2020), a distinguished researcher at University of Glasgow, specializes in the field of Robot Vision, Robotics, Deformable Objects, Robot Learning.

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

Continual Learning Approaches to Hand-Eye Calibration in Robots

LaCViT: A Label-Aware Contrastive Fine-Tuning Framework for Vision Transformers

Understanding and Mitigating Human-Labelling Errors in Supervised Contrastive Learning

CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion

Multiway-Adapter: Adapting Multimodal Large Language Models for Scalable Image-Text Retrieval

Deep reinforcement learning for spacecraft attitude tracking manoeuvres

Foveation in the Era of Deep Learning

Elucidating and overcoming the challenges of label noise in supervised contrastive learning

Gerardo Aragon-Camarasa Information

University

Position

School of Computing Science

Citations(all)

1087

Citations(since 2020)

890

Cited By

483

hIndex(all)

15

hIndex(since 2020)

12

i10Index(all)

19

i10Index(since 2020)

15

Email

University Profile Page

University of Glasgow

Google Scholar

View Google Scholar Profile

Gerardo Aragon-Camarasa Skills & Research Interests

Robot Vision

Robotics

Deformable Objects

Robot Learning

Top articles of Gerardo Aragon-Camarasa

Title

Journal

Author(s)

Publication Date

Continual Learning Approaches to Hand-Eye Calibration in Robots

Ozan Bahadir

Jan Paul Siebert

Gerardo Aragon-Camarasa

2024/1/31

LaCViT: A Label-Aware Contrastive Fine-Tuning Framework for Vision Transformers

Zijun Long

Richard McCreadie

Gerardo Aragon Camarasa

Zaiqiao Meng

2024/4/14

Understanding and Mitigating Human-Labelling Errors in Supervised Contrastive Learning

arXiv preprint arXiv:2403.06289

Zijun Long

Lipeng Zhuang

George Killick

Richard McCreadie

Gerardo Aragon Camarasa

...

2024/3/10

CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion

arXiv preprint arXiv:2402.14551

Zijun Long

George Killick

Lipeng Zhuang

Gerardo Aragon-Camarasa

Zaiqiao Meng

...

2023/11/17

Multiway-Adapter: Adapting Multimodal Large Language Models for Scalable Image-Text Retrieval

Zijun Long

George Killick

Richard McCreadie

Gerardo Aragon Camarasa

2024/4/14

Deep reinforcement learning for spacecraft attitude tracking manoeuvres

Jan Luca Loettgen

Matteo Ceriotti

Gerardo Aragon-Camarasa

Kevin Worrall

2023/4/2

Foveation in the Era of Deep Learning

arXiv preprint arXiv:2312.01450

George Killick

Paul Henderson

Paul Siebert

Gerardo Aragon-Camarasa

2023

Elucidating and overcoming the challenges of label noise in supervised contrastive learning

arXiv preprint arXiv:2311.16481

Zijun Long

George Killick

Lipeng Zhuang

Richard McCreadie

Gerardo Aragon Camarasa

...

2023/11/25

Robollm: Robotic vision tasks grounded on multimodal large language models

Zijun Long

George Killick

Richard McCreadie

Gerardo Aragon Camarasa

2023/10/16

TELESIM: A Modular and Plug-and-Play Framework for Robotic Arm Teleoperation using a Digital Twin

arXiv preprint arXiv:2309.10579

Audonnet P Florent

Jonathan Grizou

Andrew Hamilton

Gerardo Aragon-Camarasa

2023/9/19

When hard negative sampling meets supervised contrastive learning

arXiv preprint arXiv:2308.14893

Zijun Long

George Killick

Richard McCreadie

Gerardo Aragon Camarasa

Zaiqiao Meng

2023/8/28

A continuous robot vision approach for predicting shapes and visually perceived weights of garments

IEEE Robotics and Automation Letters

Li Duan

Gerardo Aragon-Camarasa

2022/6/27

A deep learning-based hand-eye calibration approach using a single reference point on a robot manipulator

Ozan Bahadir

Jan Paul Siebert

Gerardo Aragon-Camarasa

2022/12/5

Application of Deep Reinforcement Learning for Attitude Control of a Satellite in the Presence of Uncertainties

Jan Luca Loettgen

Matteo Ceriotti

Gerardo Aragon Camarasa

Kevin Worrall

2022/4/19

A Systematic Comparison of Simulation Software for Robotic Arm Manipulation using ROS2

Florent P Audonnet

Andrew Hamilton

Gerardo Aragon-Camarasa

2022/11/27

Continuous perception for classifying shapes and weights of garments for robotic vision applications

Li Duan

Gerardo Aragon-Camarasa

2022

Monte-Carlo Convolutions on Foveated Images

George Killick

Gerardo Aragon-Camarasa

J Paul Siebert

2022

Learning physics property parameters of fabrics and garments with a physics similarity neural network

IEEE Access

Li Duan

Lewis Boyd

Gerardo Aragon-Camarasa

2022/10/26

Recognising known configurations of garments for dual-arm robotic flattening

Li Duan

Gerardo Aragon-Camarasa

2022/9/25

Garnet: A continuous robot vision approach for predicting shapes and visually perceived weights of garments

arXiv preprint arXiv:2109.07831

Li Duan

Gerardo Aragon-Camarasa

2021/9/16

See List of Professors in Gerardo Aragon-Camarasa University(University of Glasgow)

Co-Authors

H-index: 94
Lee Cronin

Lee Cronin

University of Glasgow

H-index: 36
Simon Rogers

Simon Rogers

University of Glasgow

H-index: 35
J. Paul Siebert

J. Paul Siebert

University of Glasgow

H-index: 32
W. Paul Cockshott

W. Paul Cockshott

University of Glasgow

H-index: 15
Adam Schmidt

Adam Schmidt

Technische Universität München

H-index: 14
Andrew Hamilton

Andrew Hamilton

University of Strathclyde

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