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Guillaume Richard
Guillaume Richard
InstaDeep Ltd
Adresse e-mail validée de instadeep.com
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The nucleotide transformer: Building and evaluating robust foundation models for human genomics
H Dalla-Torre, L Gonzalez, J Mendoza-Revilla, NL Carranza, ...
BioRxiv, 2023.01. 11.523679, 2023
672023
Adapt: Awesome domain adaptation python toolbox
A de Mathelin, M Atiq, G Richard, A de la Concha, M Yachouti, ...
arXiv preprint arXiv:2107.03049, 2021
472021
Adversarial weighting for domain adaptation in regression
A De Mathelin, G Richard, F Deheeger, M Mougeot, N Vayatis
2021 IEEE 33rd International Conference on Tools with Artificial …, 2021
362021
Multi-objective quality diversity optimization
T Pierrot, G Richard, K Beguir, A Cully
Proceedings of the Genetic and Evolutionary Computation Conference, 139-147, 2022
302022
The nucleotide transformer: Building and evaluating robust foundation models for human genomics. bioRxiv
H Dalla-Torre, L Gonzalez, J Mendoza-Revilla, NL Carranza, ...
282023
Unsupervised multi-source domain adaptation for regression
G Richard, A Mathelin, G Hébrail, M Mougeot, N Vayatis
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021
252021
Autoencoder-based time series clustering with energy applications
G Richard, B Grossin, G Germaine, G Hébrail, A de Moliner
Conférence sur l'Apprentissage automatique (CAp) 2018, 2018
152018
QDax: A library for quality-diversity and population-based algorithms with hardware acceleration
F Chalumeau, B Lim, R Boige, M Allard, L Grillotti, M Flageat, V Macé, ...
Journal of Machine Learning Research 25 (108), 1-16, 2024
112024
A foundational large language model for edible plant genomes
J Mendoza-Revilla, E Trop, L Gonzalez, M Roller, H Dalla-Torre, ...
Communications Biology 7 (1), 835, 2024
62024
The quality-diversity transformer: Generating behavior-conditioned trajectories with decision transformers
V Macé, R Boige, F Chalumeau, T Pierrot, G Richard, N Perrin-Gilbert
Proceedings of the Genetic and Evolutionary Computation Conference, 1221-1229, 2023
62023
DenseNets for Time Series Classification: towards automation of time series pre-processing with CNNs
G Richard, G Hébrail, M Mougeot, N Vayatis
MiLeTS19@SIGKDD 25th ACM SIGKDD International Conference on Knowledge …, 2019
52019
SegmentNT: annotating the genome at single-nucleotide resolution with DNA foundation models
BP de Almeida, H Dalla-Torre, G Richard, C Blum, L Hexemer, M Gélard, ...
bioRxiv, 2024.03. 14.584712, 2024
42024
Pasta: Pretrained action-state transformer agents
R Boige, Y Flet-Berliac, A Flajolet, G Richard, T Pierrot
arXiv preprint arXiv:2307.10936, 2023
42023
Unsupervised domain adaptation for constraining star formation histories
S Gilda, A de Mathelin, S Bellstedt, G Richard
Astronomy 3 (3), 189-207, 2024
32024
DT-DS: CAN intrusion detection with decision tree ensembles
J Mehta, G Richard, L Lugosch, D Yu, BH Meyer
ACM Transactions on Cyber-Physical Systems 7 (1), 1-27, 2023
32023
Transfer Learning methods for temporal data
G Richard
Université Paris-Saclay, 2021
32021
ChatNT: A Multimodal Conversational Agent for DNA, RNA and Protein Tasks
G Richard, BP de Almeida, H Dalla-Torre, C Blum, L Hexemer, P Pandey, ...
bioRxiv, 2024.04. 30.591835, 2024
22024
Gradient-informed quality diversity for the illumination of discrete spaces
R Boige, G Richard, J Dona, T Pierrot, A Cully
Proceedings of the Genetic and Evolutionary Computation Conference, 119-128, 2023
22023
BulkRNABert: Cancer prognosis from bulk RNA-seq based language models
M Gélard, G Richard, T Pierrot, PH Cournède
bioRxiv, 2024.06. 18.599483, 2024
2024
Multi-modal Transfer Learning between Biological Foundation Models
JJ Garau-Luis, P Bordes, L Gonzalez, M Roller, BP de Almeida, ...
arXiv preprint arXiv:2406.14150, 2024
2024
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