Wasserstein Barycenter for Multi-Source Domain Adaptation EF Montesuma, FMN Mboula IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 16785 …, 2021 | 50 | 2021 |
Recent advances in optimal transport for machine learning EF Montesuma, FN Mboula, A Souloumiac arXiv preprint arXiv:2306.16156, 2023 | 18* | 2023 |
Multi-Source Domain Adaptation Through Dataset Dictionary Learning in Wasserstein Space EF Montesuma, FN Mboula, A Souloumiac 26th European Conference on Artificial Intelligence 372, 1739 - 1746, 2023 | 11* | 2023 |
Wasserstein Barycenter Transport for Acoustic Adaptation EF Montesuma, FMN Mboula ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 11 | 2021 |
Cross-domain fault diagnosis through optimal transport for a CSTR process EF Montesuma, M Mulas, F Corona, FMN Mboula IFAC-PapersOnLine 55 (7), 946-951, 2022 | 9 | 2022 |
Opendenoising: an extensible benchmark for building comparative studies of image denoisers F Lemarchand, EF Montesuma, M Pelcat, E Nogues ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 8 | 2020 |
Multi-source domain adaptation for cross-domain fault diagnosis of chemical processes EF Montesuma, M Mulas, FN Mboula, F Corona, A Souloumiac arXiv preprint arXiv:2308.11247, 2023 | 6* | 2023 |
Federated dataset dictionary learning for multi-source domain adaptation FE Castellon, EF Montesuma, FN Mboula, A Mayoue, A Souloumiac, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 3 | 2024 |
Multi-Source Domain Adaptation Meets Dataset Distillation through Dataset Dictionary Learning EF Montesuma, FN Mboula, A Souloumiac ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 2 | 2024 |
Lighter, Better, Faster Multi-source Domain Adaptation with Gaussian Mixture Models and Optimal Transport EF Montesuma, FN Mboula, A Souloumiac Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | 1 | 2024 |
Optimal Transport for Domain Adaptation through Gaussian Mixture Models EF Montesuma, FMN Mboula, A Souloumiac arXiv preprint arXiv:2403.13847, 2024 | 1 | 2024 |
An Empirical Study of Information Retrieval and Machine Reading Comprehension Algorithms for an Online Education Platform EF Montesuma, LC Carneiro, ARP Damasceno, JVFT de Sampaio, ... Anais do XIII Simpósio Brasileiro de Tecnologia da Informação e da Linguagem …, 2021 | 1 | 2021 |
Online Multi-Source Domain Adaptation through Gaussian Mixtures and Dataset Dictionary Learning EF Montesuma, SL Stanc, FN Mboula arXiv preprint arXiv:2407.19853, 2024 | | 2024 |
Dataset Dictionary Learning in a Wasserstein Space for Federated Domain Adaptation EF Montesuma, FE Castellon, FN Mboula, A Mayoue, A Souloumiac, ... arXiv preprint arXiv:2407.11647, 2024 | | 2024 |
Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman Process EF Montesuma, M Mulas, FN Mboula, F Corona, A Souloumiac ML4CCE Workshop at ECML-PKDD 2024, 2024 | | 2024 |
Learning Dictionaries over Datasets through Wasserstein Barycenters EF Montesuma, FMN Mboula, A Souloumiac https://openreview.net/forum?id=K1KJ0NbFu1h, 2022 | | 2022 |
CROSS-DOMAIN FAULT DIAGNOSIS THROUGH OPTIMAL TRANSPORT EF Montesuma Universidade Federal do Ceará, 2021 | | 2021 |
Avaliação de Algoritmos de Classificação de Padrões na Detecção de Câncer do Colo do Útero EF Montesuma, LPSA Alencar, GA Barreto VIII Simpósio de Instrumentação e Imagens Médicas (SIIM) / VII Simpósio de …, 2017 | | 2017 |
On Automating Data Augmentation for Deep Image Denoising EF Montesuma, F Lemarchand, M Pelcat | | |