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Eduardo Fernandes Montesuma
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2020 – today
- 2024
- [b1]Eduardo Fernandes Montesuma:
Multi-Source Domain Adaptation through Wasserstein Barycenters. (Adaptation de domaines multi-sources à l'aide des barycentres de Wasserstein). University of Paris-Saclay, France, 2024 - [c8]Fabiola Espinoza Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler:
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. ICASSP 2024: 5610-5614 - [c7]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning. ICASSP 2024: 5620-5624 - [c6]Eduardo Fernandes Montesuma, Stevan Le Stanc, Fred Ngolè Mboula:
Online Multi-Source Domain Adaptation Through Gaussian Mixtures and Dataset Dictionary Learning. MLSP 2024: 1-6 - [c5]Eduardo Fernandes Montesuma, Fred Ngolè Mboula, Antoine Souloumiac:
Lighter, Better, Faster Multi-source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. ECML/PKDD (6) 2024: 21-38 - [i10]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Optimal Transport for Domain Adaptation through Gaussian Mixture Models. CoRR abs/2403.13847 (2024) - [i9]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. CoRR abs/2404.10261 (2024) - [i8]Eduardo Fernandes Montesuma, Fabiola Espinoza Castellon, Fred Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler:
Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation. CoRR abs/2407.11647 (2024) - [i7]Eduardo Fernandes Montesuma, Stevan Le Stanc, Fred Maurice Ngolè Mboula:
Online Multi-Source Domain Adaptation through Gaussian Mixtures and Dataset Dictionary Learning. CoRR abs/2407.19853 (2024) - 2023
- [c4]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space. ECAI 2023: 1739-1746 - [i6]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Recent Advances in Optimal Transport for Machine Learning. CoRR abs/2306.16156 (2023) - [i5]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space. CoRR abs/2307.14953 (2023) - [i4]Eduardo Fernandes Montesuma, Michela Mulas, Fred Maurice Ngolè Mboula, Francesco Corona, Antoine Souloumiac:
Multi-Source Domain Adaptation for Cross-Domain Fault Diagnosis of Chemical Processes. CoRR abs/2308.11247 (2023) - [i3]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac:
Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning. CoRR abs/2309.07666 (2023) - [i2]Fabiola Espinosa Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pailler:
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. CoRR abs/2309.07670 (2023) - 2021
- [c3]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula:
Wasserstein Barycenter for Multi-Source Domain Adaptation. CVPR 2021: 16785-16793 - [c2]Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula:
Wasserstein Barycenter Transport for Acoustic Adaptation. ICASSP 2021: 3405-3409 - 2020
- [c1]Florian Lemarchand, Eduardo Fernandes Montesuma, Maxime Pelcat, Erwan Nogues:
Opendenoising: An Extensible Benchmark for Building Comparative Studies of Image Denoisers. ICASSP 2020: 2648-2652
2010 – 2019
- 2019
- [i1]Florian Lemarchand, Eduardo Fernandes Montesuma, Maxime Pelcat, Erwan Nogues:
OpenDenoising: an Extensible Benchmark for Building Comparative Studies of Image Denoisers. CoRR abs/1910.08328 (2019)
Coauthor Index
aka: Fred Ngolè Mboula
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