Ghent University Academic Bibliography

Your filters: cql: author exact F502D5DE-F0ED-11E1-A9DE-61C894A0A6B4

Add to list
- Journal Article
- A1
- open access
Signbuddy : from sign language research to scalable co-created solutions

Toon Vandendriessche (UGent) , Caro Brosens, Hannes De Durpel (UGent) , Mathieu De Coster (UGent) and Joni Dambre (UGent)

(2026) UNIVERSAL ACCESS IN THE INFORMATION SOCIETY. 25(2).
Add to list
- Miscellaneous
- open access
Machine translation from signed to spoken languages : state of the art and challenges (01 Apr, 10.1007/s10209-023-00992-1, 2023)

Mathieu De Coster (UGent) , Dimitar Shterionov, Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2025) UNIVERSAL ACCESS IN THE INFORMATION SOCIETY. In 24 1. p.953-957
Add to list
- Conference Paper
- C3
Explicit electrons in machine learning potentials

Maarten Cools-Ceuppens (UGent) , Joni Dambre (UGent) and Toon Verstraelen (UGent)

(2025) ML4SPEC25, Abstracts.
Add to list
- Journal Article
- A1
- open access
Reshaping reservoirs with unsupervised Hebbian adaptation

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2025) NATURE COMMUNICATIONS. 17(1).
Add to list
- Conference Paper
- P1
Human alignment : how much do we adapt to LLMs?

Tanguy Cazalets (UGent) , Ruben Janssens (UGent) , Tony Belpaeme (UGent) and Joni Dambre (UGent)

(2025) PROCEEDINGS OF THE 63RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 2 : SHORT PAPERS. p.603-613
Add to list
- Miscellaneous
- open access
Reshaping reservoirs with hebbian plasticity : unsupervised adaptation that works

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2025) Research Square.
Add to list
- Conference Paper
- P1
- open access
Word synchronization challenge : a benchmark for word association responses for large language models

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2025) HUMAN-COMPUTER INTERACTION, HCI 2025, PT V. In Lecture Notes in Computer Science 15770. p.3-19
Add to list
- Book Chapter
Sign languages as source language for machine translation : historical overview and challenges

Joni Dambre (UGent) and Mathieu De Coster (UGent)

(2024) Sign language machine translation. In Machine translation : technologies and applications 5. p.171-198
Add to list
- Journal Article
- A1
- open access
Memory-non-linearity trade-off in distance-based delay networks

Stefan-Teodor Iacob (UGent) and Joni Dambre (UGent)

(2024) BIOMIMETICS. 9(12).
Add to list
- Journal Article
- A1
- open access
Exploiting signal propagation delays to match task memory requirements in reservoir computing

Stefan-Teodor Iacob (UGent) and Joni Dambre (UGent)

(2024) BIOMIMETICS. 9(6).
Add to list
- Journal Article
- A2
- open access
A photonics perspective on computing with physical substrates

S. Abreu, I. Boikov, M. Goldmann, T. Jonuzi, A. Lupo, Sarah Masaad (UGent) , L. Nguyen, E. Picco, G. Pourcel, A. Skalli, et al.

(2024) REVIEWS IN PHYSICS. 12.
Add to list
- Journal Article
- A1
- open access
Machine translation from signed to spoken languages : state of the art and challenges

Mathieu De Coster (UGent) , Dimitar Shterionov, Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2024) UNIVERSAL ACCESS IN THE INFORMATION SOCIETY. 23(3). p.1305-1331
Add to list
- Book Chapter
Een heldere kijk op artificiële intelligentie, machinelearning en Large Language Models

Joni Dambre (UGent)

(2024) Geneeskunde in tijden van AI : handvatten voor vandaag en morgen. p.21-48
Add to list
- Conference Paper
- P1
- open access
Photonic reservoir computing for wavelength multiplexed nonlinear fiber distortion mitigation

Emmanuel Gooskens, Stijn Sackesyn, Sarah Masaad (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) 2023 IEEE SILICON PHOTONICS CONFERENCE, SIPHOTONICS. In IEEE International Conference on Group IV Photonics
Add to list
- Journal Article
- A1
- open access
Integrated photonic reservoir computing with an all-optical readout

Chonghuai Ma (UGent) , Joris Van Kerrebrouck (UGent) , Hong Deng, Stijn Sackesyn, Emmanuel Gooskens, Bing Bai, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) OPTICS EXPRESS. 31(21). p.34843-34854
Add to list
- Conference Paper
- C1
- open access
Trends and challenges for sign language recognition with machine learning

J. Fink, Mathieu De Coster (UGent) , Joni Dambre (UGent) and B. Frénay

(2023) ESANN 2023, 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Proceedings. p.561-570
Add to list
- Journal Article
- A1
- open access
Experimental results on nonlinear distortion compensation using photonic reservoir computing with a single set of weights for different wavelengths

Emmanuel Gooskens, Stijn Sackesyn, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) SCIENTIFIC REPORTS. 13(1).
Add to list
- Journal Article
- A1
Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression

Muhammed Gouda Ahmed Gouda (UGent) , Alessio Lugnan (UGent) , Joni Dambre (UGent) , Gerd van den Branden, Christoph Posch and Peter Bienstman (UGent)

(2023) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 29(2).
Add to list
- Conference Paper
- C1
- open access
A bio-inspired model for audio processing

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2023) 2023 RIVF International Conference on Computing and Communication Technologies (RIVF). p.458-463
Add to list
- Journal Article
- A1
- open access
Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiver

Sarah Masaad (UGent) , Emmanuel Gooskens, Stijn Sackesyn, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) NANOPHOTONICS. 12(5). p.925-935
Add to list
- Conference Paper
- C3
- open access
Homeostatic activity-dependent structural plasticity in rate based neural networks for reacher input combination

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2023) Bernstein Conference 2023, Abstracts.
Add to list
- Conference Paper
- C1
- open access
New insights on homeostatic activity-dependent structural plasticity in rate based neural networks

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2023) 2023 International Conference on Neuromorphic, Natural and Physical Computing, Proceedings.
Add to list
- Conference Paper
- C1
- open access
SignON : sign language translation : progress and challenges

Vincent Vandeghinste, Dimitar Shterionov, Mirella De Sisto, Aoife Brady, Mathieu De Coster (UGent) , Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Paolo Scipioni, Aditya Parikh, et al.

(2023) Proceedings of the 24th Annual Conference of the European Association for Machine Translation. p.501-502
Add to list
- Journal Article
- A2
- open access
Learned thresholds token merging and pruning for vision transformers

Maxim Bonnaerens and Joni Dambre (UGent)

(2023) TRANSACTIONS ON MACHINE LEARNING RESEARCH. 2023(08). p.1-16
Add to list
- Conference Paper
- P1
- open access
Querying a sign language dictionary with videos using dense vector search

Mathieu De Coster (UGent) and Joni Dambre (UGent)

(2023) 2023 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING WORKSHOPS, ICASSPW.
Add to list
- Conference Paper
- P1
- open access
An homeostatic activity-dependent structural plasticity algorithm for richer input combination

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2023) 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN. In IEEE International Joint Conference on Neural Networks (IJCNN)
Add to list
- Conference Paper
- P1
- open access
Delay-sensitive local plasticity in echo state networks

Stefan-Teodor Iacob (UGent) , Spyridon Chavlis, Panayiota Poirazi and Joni Dambre (UGent)

(2023) 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN. In IEEE International Joint Conference on Neural Networks (IJCNN)
Add to list
- Conference Paper
- C3
Physical constraints on polarization and charge transport in machine-learning potentials

Maarten Cools-Ceuppens (UGent) , Joni Dambre (UGent) and Toon Verstraelen (UGent)

(2023) Designing the future : electro-, photo- and thermo-chemical water splitting, Abstracts.
Add to list
- Conference Paper
- C1
- open access
Sign language translation : ongoing development, challenges and innovations in the SignON project

Dimitar Shterionov, Mirella De Sisto, Vincent Vandeghinste, Aoife Brady, Mathieu De Coster (UGent) , Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Scipioni, Aditya Parikh, et al.

(2022) Proceedings of the 23rd Annual Conference of the European Association for Machine Translation. p.325-326
Add to list
- Conference Paper
- C1
Event-based vision for improved classification accuracy in label-free flow cytometry

Muhammed Gouda Ahmed Gouda (UGent) , Alessio Lugnan (UGent) , Joni Dambre (UGent) , Gerd Van den Branden, Christoph Posch and Peter Bienstman (UGent)

(2022) IEEE Benelux Photonics Chapter - Annual Symposium 2022. p.26-29
Add to list
- Conference Paper
- P1
Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiver

Sarah Masaad (UGent) , Emmanuel Gooskens, Stijn Sackesyn, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2022) 2022 EUROPEAN CONFERENCE ON OPTICAL COMMUNICATION (ECOC).
Add to list
- Journal Article
- A1
- open access
Anchor pruning for object detection

Maxim Bonnaerens, Matthias Freiberger (UGent) and Joni Dambre (UGent)

(2022) COMPUTER VISION AND IMAGE UNDERSTANDING. 221.
Add to list
- Conference Paper
- C3
- open access
Progress, challenges and innovations of the SignON project

Vincent Vandeghinste, Mirella De Sisto, Dimitar Shterionov, Aoife Brady, Mathieu De Coster (UGent) , Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Scipioni, Aditya Parikh, et al.

(2022) 32nd Meeting of Computational Linguistics in The Netherlands, Abstracts.
Add to list
- Conference Paper
- C3
- open access
Attention analysis of a sign language recognition task on the AUTSL dataset

Jeanne Coppin, Mathieu De Coster (UGent) and Joni Dambre (UGent)

(2022) 32nd Meeting of Computational Linguistics in The Netherlands, Abstracts.
Add to list
- Journal Article
- A2
- open access
Leveraging frozen pretrained written language models for neural sign language translation

Mathieu De Coster (UGent) and Joni Dambre (UGent)

(2022) INFORMATION. 13(5).
Add to list
- Journal Article
- A2
- open access
BeCoS corpus : Belgian Covid-19 Sign language corpus : a corpus for training sign language recognition and translation

Vincent Vandeghinste, Bob Van Dyck, Mathieu De Coster (UGent) , Maud Goddefroy and Joni Dambre (UGent)

(2022) COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL. 12. p.7-17
Add to list
- Conference Paper
- P1
- open access
Distance-based delays in echo state networks

Stefan-Teodor Iacob (UGent) , Matthias Freiberger (UGent) and Joni Dambre (UGent)

(2022) Intelligent Data Engineering and Automated Learning (IDEAL 2022). In Lecture notes in computer science 13756. p.211-222
Add to list
- Journal Article
- A1
- open access
Hardware-aware mobile building block evaluation for computer vision

Maxim Bonnaerens, Matthias Freiberger (UGent) , Marian Verhelst and Joni Dambre (UGent)

(2022) APPLIED SCIENCES-BASEL. 12(24).
Add to list
- Journal Article
- A1
- open access
Wavelength dimension in waveguide-based photonic reservoir computing

Emmanuel Gooskens, Floris Laporte, Chonghuai Ma (UGent) , Stijn Sackesyn, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2022) OPTICS EXPRESS. 30(9). p.15634-15647
Add to list
- Conference Paper
- C3
Physically sound long-range interactions in machine-learning potentials

Maarten Cools-Ceuppens (UGent) , Joni Dambre (UGent) and Toon Verstraelen (UGent)

(2022) Twelfth triennial congress of the World Association of Theoretical and Computational Chemists, WATOC 2020.
Add to list
- Conference Paper
- C3
A physically sound basis for polarization in machine-learning force fields

Maarten Cools-Ceuppens (UGent) , Joni Dambre (UGent) and Toon Verstraelen (UGent)

(2022) Theory, and Computation of Energy Materials, Institute seminar at the Forschungszentrum Jülich's IEK-13, Abstracts.
Add to list
- Journal Article
- A1
- open access
Modeling electronic response properties with an explicit-electron machine learning potential

Maarten Cools-Ceuppens (UGent) , Joni Dambre (UGent) and Toon Verstraelen (UGent)

(2022) JOURNAL OF CHEMICAL THEORY AND COMPUTATION. 18(3). p.1672-1691
Add to list
- Research Data
eQM7: a dataset for small molecules with Foster-Boys centers

Maarten Cools-Ceuppens (UGent) , Joni Dambre (UGent) and Toon Verstraelen (UGent)

(2021)
Add to list
- Research Data
A dataset for beta-glycine with Wannier centers

Maarten Cools-Ceuppens (UGent) , Joni Dambre (UGent) and Toon Verstraelen (UGent)

(2021)
Add to list
- Conference Paper
- C1
- open access
Frozen pretrained transformers for neural sign language translation

Mathieu De Coster (UGent) , Karel D'Oosterlinck (UGent) , Marija Pizurica (UGent) , Paloma Rabaey (UGent) , Severine Verlinden, Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2021) Proceedings of the 1st International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL). p.88-97
Add to list
- Conference Paper
- C3
Silicon photonics for brain-inspired neuromorphic information processing

Peter Bienstman (UGent) , Joni Dambre (UGent) , Alessio Lugnan (UGent) , Stijn Sackesyn, Chonghuai Ma (UGent) , Emmanuel Gooskens, Muhammed Gouda Ahmed Gouda (UGent) and Sarah Masaad (UGent)

(2021) 1st workshop on neuromorphic photonics, Abstracts.
Add to list
- Conference Paper
- C3
Photonic neuromorphic computing using silicon chips

Peter Bienstman (UGent) , Joni Dambre (UGent) , Alessio Lugnan (UGent) , Stijn Sackesyn, Chonghuai Ma (UGent) , Emmanuel Gooskens, Muhammed Gouda Ahmed Gouda (UGent) and Sarah Masaad (UGent)

(2021) bePOM - Belgian Photonics Online Meetup, Abstracts.
Add to list
- Journal Article
- A1
- open access
Analysis of attention in child-robot interaction among children diagnosed with cognitive impairment

Luthffi Ismail, Fazah Akhtar Hanapiah, Tony Belpaeme (UGent) , Joni Dambre (UGent) and Francis wyffels (UGent)

(2021) INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS. 13(2). p.141-152
Add to list
- Conference Paper
- C3
- open access
The SignON project : a sign language translation framework

Dimitar Shterionov, Vincent Vandeghinste, Horacio Saggion, Josep Blat, Mathieu De Coster (UGent) , Joni Dambre (UGent) , Henk van den Heuvel, Irene Murtagh, Lorraine Leeson and Ineke Schuurman

(2021) 31st Meeting of Computational Linguistics in The Netherlands, Abstracts.
Add to list
- Conference Paper
- P1
cREAtIve : reconfigurable embedded artificial intelligence

Poona Bahrebar (UGent) , Leon Denis, Maxim Bonnaerens, Kristof Coddens, Joni Dambre (UGent) , Wouter Favoreel, Illia Khvastunov, Adrian Munteanu, Hung Nguyen-Duc, Stefan Schulte, et al.

(2021) PROCEEDINGS OF THE 18TH ACM INTERNATIONAL CONFERENCE ON COMPUTING FRONTIERS 2021 (CF 2021). p.194-199

Signbuddy : from sign language research to scalable co-created solutions

Machine translation from signed to spoken languages : state of the art and challenges (01 Apr, 10.1007/s10209-023-00992-1, 2023)

Explicit electrons in machine learning potentials

Reshaping reservoirs with unsupervised Hebbian adaptation

Human alignment : how much do we adapt to LLMs?

Reshaping reservoirs with hebbian plasticity : unsupervised adaptation that works

Word synchronization challenge : a benchmark for word association responses for large language models

Sign languages as source language for machine translation : historical overview and challenges

Memory-non-linearity trade-off in distance-based delay networks

Exploiting signal propagation delays to match task memory requirements in reservoir computing

A photonics perspective on computing with physical substrates

Machine translation from signed to spoken languages : state of the art and challenges

Een heldere kijk op artificiële intelligentie, machinelearning en Large Language Models

Photonic reservoir computing for wavelength multiplexed nonlinear fiber distortion mitigation

Integrated photonic reservoir computing with an all-optical readout

Trends and challenges for sign language recognition with machine learning

Experimental results on nonlinear distortion compensation using photonic reservoir computing with a single set of weights for different wavelengths

Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression

A bio-inspired model for audio processing

Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiver

Homeostatic activity-dependent structural plasticity in rate based neural networks for reacher input combination

New insights on homeostatic activity-dependent structural plasticity in rate based neural networks

SignON : sign language translation : progress and challenges

Learned thresholds token merging and pruning for vision transformers

Querying a sign language dictionary with videos using dense vector search

An homeostatic activity-dependent structural plasticity algorithm for richer input combination

Delay-sensitive local plasticity in echo state networks

Physical constraints on polarization and charge transport in machine-learning potentials

Sign language translation : ongoing development, challenges and innovations in the SignON project

Event-based vision for improved classification accuracy in label-free flow cytometry

Photonic reservoir computing for nonlinear equalization of 64-QAM signals with a Kramers-Kronig receiver

Anchor pruning for object detection

Progress, challenges and innovations of the SignON project

Attention analysis of a sign language recognition task on the AUTSL dataset

Leveraging frozen pretrained written language models for neural sign language translation

BeCoS corpus : Belgian Covid-19 Sign language corpus : a corpus for training sign language recognition and translation

Distance-based delays in echo state networks

Hardware-aware mobile building block evaluation for computer vision

Wavelength dimension in waveguide-based photonic reservoir computing

Physically sound long-range interactions in machine-learning potentials

A physically sound basis for polarization in machine-learning force fields

Modeling electronic response properties with an explicit-electron machine learning potential

eQM7: a dataset for small molecules with Foster-Boys centers

A dataset for beta-glycine with Wannier centers

Frozen pretrained transformers for neural sign language translation

Silicon photonics for brain-inspired neuromorphic information processing

Photonic neuromorphic computing using silicon chips

Analysis of attention in child-robot interaction among children diagnosed with cognitive impairment

The SignON project : a sign language translation framework

cREAtIve : reconfigurable embedded artificial intelligence