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huu-giao nguyen
huu-giao nguyen
University of Bern,
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Year
Bloom: A 176b-parameter open-access multilingual language model
BS Workshop, TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, ...
arXiv preprint arXiv:2211.05100, 2022
7212022
OpenAssistant Conversations--Democratizing Large Language Model Alignment
A Köpf, Y Kilcher, D von Rütte, S Anagnostidis, ZR Tam, K Stevens, ...
arXiv preprint arXiv:2304.07327, 2023
992023
The bigscience roots corpus: A 1.6 tb composite multilingual dataset
H Laurençon, L Saulnier, T Wang, C Akiki, A Villanova del Moral, ...
Advances in Neural Information Processing Systems 35, 31809-31826, 2022
542022
SantaCoder: don't reach for the stars!
LB Allal, R Li, D Kocetkov, C Mou, C Akiki, CM Ferrandis, N Muennighoff, ...
arXiv preprint arXiv:2301.03988, 2023
522023
Data governance in the age of large-scale data-driven language technology
Y Jernite, H Nguyen, S Biderman, A Rogers, M Masoud, V Danchev, ...
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
362022
A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps
HG Nguyen, A Pica, J Hrbacek, DC Weber, F La Rosa, A Schalenbourg, ...
International Conference on Medical Imaging with Deep Learning, 370-379, 2019
342019
Visual textures as realizations of multivariate log-Gaussian Cox processes
HG Nguyen, R Fablet, JM Boucher
CVPR 2011, 2945-2952, 2011
302011
Classification of colorectal tissue images from high throughput tissue microarrays by ensemble deep learning methods
HG Nguyen, A Blank, HE Dawson, A Lugli, I Zlobec
Scientific reports 11 (1), 2371, 2021
282021
Keypoint-based analysis of sonar images: application to seabed recognition
HG Nguyen, R Fablet, A Ehrhold, JM Boucher
IEEE Transactions on Geoscience and Remote Sensing 50 (4), 1171-1184, 2011
222011
Multi-view convolutional neural networks for automated ocular structure and tumor segmentation in retinoblastoma
VIJ Strijbis, CM de Bloeme, RW Jansen, H Kebiri, HG Nguyen, ...
Scientific Reports 11 (1), 14590, 2021
192021
Personalized anatomic eye model from T1-weighted volume interpolated gradient echo magnetic resonance imaging of patients with uveal melanoma
HG Nguyen, R Sznitman, P Maeder, A Schalenbourg, M Peroni, ...
International Journal of Radiation Oncology* Biology* Physics 102 (4), 813-820, 2018
172018
Improving transformer-based neural machine translation with prior alignments
T Nguyen, L Nguyen, P Tran, H Nguyen
Complexity 2021, 1-10, 2021
142021
Segmentation, separation and pose estimation of prostate brachytherapy seeds in CT images
HG Nguyen, C Fouard, J Troccaz
IEEE Transactions on Biomedical Engineering 62 (8), 2012-2024, 2015
132015
Image-based assessment of extracellular mucin-to-tumor area predicts consensus molecular subtypes (CMS) in colorectal cancer
HG Nguyen, O Lundström, A Blank, H Dawson, A Lugli, M Anisimova, ...
Modern pathology 35 (2), 240-248, 2022
122022
Ocular structures segmentation from multi-sequences mri using 3d unet with fully connected crfs
HG Nguyen, A Pica, P Maeder, A Schalenbourg, M Peroni, J Hrbacek, ...
Computational Pathology and Ophthalmic Medical Image Analysis: First …, 2018
122018
Spatial statistics of visual keypoints for texture recognition
HG Nguyen, R Fablet, JM Boucher
Computer Vision–ECCV 2010: 11th European Conference on Computer Vision …, 2010
112010
An Effective Deep Learning Architecture Combination for Tissue Microarray Spots Classification of H&E Stained Colorectal Images
HG Nguyen, A Blank, A Lugli, I Zlobec
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1271-1274, 2020
92020
Invariant descriptors of sonar textures from spatial statistics of local features
HG Nguyen, R Fablet, JM Boucher
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
92010
Loubna Ben allal
H Laurençon, L Saulnier, T Wang, C Akiki, AV del Moral, T Le Scao, ...
72022
Impact of scanner variability on lymph node segmentation in computational pathology
A Khan, A Janowczyk, F Müller, A Blank, HG Nguyen, C Abbet, L Studer, ...
Journal of pathology informatics 13, 100127, 2022
72022
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