Christian Desrosiers
École de Technologie Supérieure
H-index: 35
North America-Canada
Top articles of Christian Desrosiers
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
What matters in reinforcement learning for tractography | Medical Image Analysis | Antoine Théberge Christian Desrosiers Arnaud Boré Maxime Descoteaux Pierre-Marc Jodoin | 2024/4/1 |
Improvement Of Audiovisual Quality Estimation Using A Nonlinear Autoregressive Exogenous Neural Network And Bitstream Parameters | arXiv preprint arXiv:2402.18056 | Koffi Kossi Stephane Coulombe Christian Desrosiers Ghyslain Gagnon | 2024/2/28 |
TFS-ViT: Token-level feature stylization for domain generalization | Pattern Recognition | Mehrdad Noori Milad Cheraghalikhani Ali Bahri Gustavo A Vargas Hakim David Osowiechi | 2024/5/1 |
Boundary-aware information maximization for self-supervised medical image segmentation | Medical Image Analysis | Jizong Peng Ping Wang Marco Pedersoli Christian Desrosiers | 2024/3/28 |
Structure-aware feature stylization for domain generalization | Computer Vision and Image Understanding | Milad Cheraghalikhani Mehrdad Noori David Osowiechi Gustavo A Vargas Hakim Ismail Ben Ayed | 2024/4/22 |
NC-TTT: A Noise Contrastive Approach for Test-Time Training | arXiv preprint arXiv:2404.08392 | David Osowiechi Gustavo A Vargas Hakim Mehrdad Noori Milad Cheraghalikhani Ali Bahri | 2024/4/12 |
Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation | Bach Ngoc Kim Jose Dolz Pierre-Marc Jodoin Christian Desrosiers | 2023/6/8 | |
CAT: Constrained adversarial training for anatomically-plausible semi-supervised segmentation | IEEE Transactions on Medical Imaging | Ping Wang Jizong Peng Marco Pedersoli Yuanfeng Zhou Caiming Zhang | 2023/2/6 |
Federated learning for healthcare applications | IEEE Internet of Things Journal | Ahmad Chaddad Yihang Wu Christian Desrosiers | 2023/10/19 |
Harmonizing Flows: Unsupervised MR harmonization based on normalizing flows | Farzad Beizaee Christian Desrosiers Gregory A Lodygensky Jose Dolz | 2023/6/8 | |
Detection and root cause analysis of performance degradation in optical networks using machine learning | Christine Tremblay Ali Mahmoudialami Philippe Alain Ngani Sigue Yinqing Pei David Côté | 2023 | |
ClusT3: Information Invariant Test-Time Training | Gustavo A Vargas Hakim David Osowiechi Mehrdad Noori Milad Cheraghalikhani Ali Bahri | 2023 | |
From Machine Learning to Deep Learning | Pierre-Marc Jodoin Nicolas Duchateau Christian Desrosiers | 2023/5/5 | |
Camera alignment and weighted contrastive learning for domain adaptation in video person ReID | Djebril Mekhazni Maximilien Dufau Christian Desrosiers Marco Pedersoli Eric Granger | 2023 | |
Determining regional brain growth in premature and mature infants in relation to age at MRI using deep neural networks | Scientific Reports | Farzad Beizaee Michele Bona Christian Desrosiers Jose Dolz Gregory Lodygensky | 2023/8/15 |
Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation | Medical Image Analysis | Karthik Gopinath Christian Desrosiers Herve Lombaert | 2023/12/1 |
Forecasting lightpath quality of transmission and implementing uncertainty in the forecast models | Journal of Lightwave Technology | Somaiieh Yousefi Hussein Chouman Petar Djukic Firouzeh Golaghazadeh Christine Tremblay | 2023/3/3 |
Advancements in MRI-based radiomics and artificial intelligence for prostate cancer: a comprehensive review and future prospects | Ahmad Chaddad Guina Tan Xiaojuan Liang Lama Hassan Saima Rathore | 2023/7/28 | |
Active learning for medical image segmentation with stochastic batches | Medical Image Analysis | Mélanie Gaillochet Christian Desrosiers Hervé Lombaert | 2023/12/1 |
Segmentation with mixed supervision: Confidence maximization helps knowledge distillation | Medical Image Analysis | Bingyuan Liu Christian Desrosiers Ismail Ben Ayed Jose Dolz | 2023/1/1 |
Co-Authors
