Matthias Freiberger

Matthias Freiberger

Universiteit Gent

H-index: 9

Europe-Belgium

About Matthias Freiberger

Matthias Freiberger, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Universiteit Gent, specializes in the field of Machine Learning, Deep Learning, Unconventional Computing.

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

Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art Exploration

Training of photonic reservoir computing systems

MarioGPT: Open-Ended Text2Level Generation through Large Language Models

Prompt-guided level generation

CLIPMasterPrints: Fooling Contrastive Language-Image Pre-training Using Latent Variable Evolution

Anchor pruning for object detection

Hardware-aware mobile building block evaluation for computer vision

Distance-Based Delays in Echo State Networks

Matthias Freiberger Information

University

Position

Postdoctoral Researcher

Citations(all)

390

Citations(since 2020)

374

Cited By

128

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

9

Email

University Profile Page

Universiteit Gent

Google Scholar

View Google Scholar Profile

Matthias Freiberger Skills & Research Interests

Machine Learning

Deep Learning

Unconventional Computing

Top articles of Matthias Freiberger

Title

Journal

Author(s)

Publication Date

Algorithmic Ways of Seeing: Using Object Detection to Facilitate Art Exploration

arXiv preprint arXiv:2403.19174

Louie Søs Meyer

Johanne Engel Aaen

Anitamalina Regitse Tranberg

Peter Kun

Matthias Freiberger

...

2024/3/28

Training of photonic reservoir computing systems

2023/6/20

MarioGPT: Open-Ended Text2Level Generation through Large Language Models

Shyam Sudhakaran

Miguel González-Duque

Claire Glanois

Matthias Freiberger

Elias Najarro

...

2023/2/12

Prompt-guided level generation

Shyam Sudhakaran

Miguel González-Duque

Claire Glanois

Matthias Freiberger

Elias Najarro

...

2023/7/15

CLIPMasterPrints: Fooling Contrastive Language-Image Pre-training Using Latent Variable Evolution

arXiv preprint arXiv:2307.03798

Matthias Freiberger

Peter Kun

Anders Sundnes Løvlie

Sebastian Risi

2023/7/7

Anchor pruning for object detection

Computer Vision and Image Understanding

Maxim Bonnaerens

Matthias Freiberger

Joni Dambre

2022/8/1

Hardware-aware mobile building block evaluation for computer vision

Applied Sciences

Maxim Bonnaerens

Matthias Freiberger

Marian Verhelst

Joni Dambre

2022/12/9

Distance-Based Delays in Echo State Networks

Stefan Iacob

Matthias Freiberger

Joni Dambre

2022/11/21

Computing with integrated photonic reservoirs

Reservoir Computing: Theory, Physical Implementations, and Applications

Joni Dambre

Andrew Katumba

Chonghuai Ma

Stijn Sackesyn

Floris Laporte

...

2021

Photonic reservoir computing

Floris Laporte

Andrew Katumba

Matthias Freiberger

Chonghuai Ma

Stijn Sackesyn

...

2020

Scaling up integrated photonic reservoirs towards low-power high-bandwidth computing

Matthias Freiberger

2020

A training algorithm for networks of high-variability reservoirs

Scientific reports

Matthias Freiberger

Peter Bienstman

Joni Dambre

2020/9/2

Photonic neuromorphic information processing and reservoir computing

APL Photonics

Alessio Lugnan

Andrew Katumba

Floris Laporte

Matthias Freiberger

Stijn Sackesyn

...

2020/2/1

Self-organized dynamic attractors in recurrent neural networks

Benedikt Vettelschoss

Matthias Freiberger

Joni Dambre

2020

See List of Professors in Matthias Freiberger University(Universiteit Gent)

Co-Authors

H-index: 38
Joni Dambre

Joni Dambre

Universiteit Gent

H-index: 15
Andrew Katumba

Andrew Katumba

Universiteit Gent

H-index: 9
Claire Glanois

Claire Glanois

Shanghai Jiao Tong University

H-index: 6
Alessio Lugnan

Alessio Lugnan

Universiteit Gent

H-index: 2
Benedikt Vettelschoss

Benedikt Vettelschoss

Universiteit Gent

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