Ghent University Academic Bibliography

Your filters: cql: keyword exact "Deep neural networks"

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Temporal misalignment in scene perception : divergent representations of locomotive action affordances in human brain responses and DNNs

Clemens G. B. Bartnik, Evelyne Fraats (UGent) and Iris I. A. Groen

(2025) CCN 2025 proceedings : 8th Annual Conference on Cognitive Computational Neuroscience.
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Understanding skin color bias in deep learning-based skin lesion segmentation

Marin Benčević, Marija Habijan, Irena Galić, Danilo Babin (UGent) and Aleksandra Pizurica (UGent)

(2024) COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 245.
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3D U-Net based method for fast segmentation of whole heart from CT images

Filip Novoselnik, Hrvoje Leventic, Irena Galic and Danilo Babin (UGent)

(2022) 2022 International Symposium ELMAR, proceedings. p.159-164
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A differentiable optimisation framework for the design of individualised DNN-based hearing-aid strategies

Fotios Drakopoulos and Sarah Verhulst (UGent)

(2022) ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). In International Conference on Acoustics Speech and Signal Processing ICASSP p.351-355
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Epicardial adipose tissue segmentation from CT images with a semi-3D neural network

Marin Bencevic, Marija Habijan and Irena Galic

(2021) PROCEEDINGS OF 63RD INTERNATIONAL SYMPOSIUM ELMAR-2021. In ELMAR Proceedings p.87-90
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Aleatoric and epistemic uncertainty in machine learning : an introduction to concepts and methods

Eyke Huellermeier and Willem Waegeman (UGent)

(2021) MACHINE LEARNING. 110(3). p.457-506
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Visible-thermal pedestrian detection via unsupervised transfer learning

Chengjin Lyu (UGent) , Patrick Heyer Wollenberg (UGent) , Asad Munir, Ljiljana Platisa (UGent) , Christian Micheloni, Bart Goossens (UGent) and Wilfried Philips (UGent)

(2021) 2021 5TH INTERNATIONAL CONFERENCE ON INNOVATION IN ARTIFICIAL INTELLIGENCE (ICIAI 2021). p.158-163
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ECAPA-TDNN : Emphasized Channel Attention, Propagation and Aggregation in TDNN based speaker verification

Brecht Desplanques, Jenthe Thienpondt (UGent) and Kris Demuynck (UGent)

(2020) INTERSPEECH 2020. In Interspeech p.3830-3834
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From leaf to label : a robust automated workflow for stomata detection

Sofie Meeus, Jan Van den Bulcke (UGent) and Francis wyffels (UGent)

(2020) ECOLOGY AND EVOLUTION. 10(17). p.9178-9191
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Data augmentation and semi-supervised learning for deep neural networks-based text classifier

Heereen Shim, Stijn Luca (UGent) , Dietwig Lowet and Bart Vanrumste

(2020) Proceedings of the 35th Annual ACM Symposium on Applied Computing (SAC'20). p.1119-1126

Academic Bibliography

Temporal misalignment in scene perception : divergent representations of locomotive action affordances in human brain responses and DNNs

Understanding skin color bias in deep learning-based skin lesion segmentation

3D U-Net based method for fast segmentation of whole heart from CT images

A differentiable optimisation framework for the design of individualised DNN-based hearing-aid strategies

Epicardial adipose tissue segmentation from CT images with a semi-3D neural network

Aleatoric and epistemic uncertainty in machine learning : an introduction to concepts and methods

Visible-thermal pedestrian detection via unsupervised transfer learning

ECAPA-TDNN : Emphasized Channel Attention, Propagation and Aggregation in TDNN based speaker verification

From leaf to label : a robust automated workflow for stomata detection

Data augmentation and semi-supervised learning for deep neural networks-based text classifier

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