Eduardo Fernandes Montesuma

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Dictionary Learning

Recent Advances

Domain Adaptation

Top Venues

Publications

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)
Eduardo Fernandes Montesuma, Stevan Le Stanc, Fred Maurice Ngolè Mboula
Online Multi-Source Domain Adaptation through Gaussian Mixtures and Dataset Dictionary Learning. CoRR (2024)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport. CoRR (2024)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Optimal Transport for Domain Adaptation through Gaussian Mixture Models. CoRR (2024)
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 (2024)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning. ICASSP (2024)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space. CoRR (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning. CoRR (2023)
Fabiola Espinosa Castellon, Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Aurélien Mayoue, Antoine Souloumiac, Cédric Gouy-Pallier
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation. CoRR (2023)
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 (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space. ECAI (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
Recent Advances in Optimal Transport for Machine Learning. CoRR (2023)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula
Wasserstein Barycenter Transport for Acoustic Adaptation. ICASSP (2021)
Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula
Wasserstein Barycenter for Multi-Source Domain Adaptation. CVPR (2021)
Florian Lemarchand, Eduardo Fernandes Montesuma, Maxime Pelcat, Erwan Nogues
Opendenoising: An Extensible Benchmark for Building Comparative Studies of Image Denoisers. ICASSP (2020)
Florian Lemarchand, Eduardo Fernandes Montesuma, Maxime Pelcat, Erwan Nogues
OpenDenoising: an Extensible Benchmark for Building Comparative Studies of Image Denoisers. CoRR (2019)