Christian Gagné
Université Laval
H-index: 34
North America-Canada
Top articles of Christian Gagné
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Generalizing across Temporal Domains with Koopman Operators | Proceedings of the AAAI Conference on Artificial Intelligence | Qiuhao Zeng Wei Wang Fan Zhou Gezheng Xu Ruizhi Pu | 2024/3/24 |
Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound Images | arXiv preprint arXiv:2403.09828 | Adam Tupper Christian Gagné | 2024/3/14 |
Layerwise Early Stopping for Test Time Adaptation | arXiv preprint arXiv:2404.03784 | Sabyasachi Sahoo Mostafa Elaraby Jonas Ngnawe Yann Pequignot Frédéric Precioso | 2024/4/4 |
Explainable artificial intelligence models for predicting risk of suicide using health administrative data in Quebec | PLoS one | Fatemeh Gholi Zadeh Kharrat Christian Gagne Alain Lesage Geneviève Gariépy Jean-François Pelletier | 2024/4/3 |
Generating light-source-specific parameters for digital images using a neural network | 2023/3/30 | ||
Method and system for dynamically estimating light-source parameters from multiple images | 2023/8/3 | ||
Improved Robustness Against Adaptive Attacks With Ensembles and Error-Correcting Output Codes | arXiv preprint arXiv:2303.02322 | Thomas Philippon Christian Gagné | 2023/3/4 |
Resolution enhancement with a task-assisted GAN to guide optical nanoscopy image analysis and acquisition | Nature Machine Intelligence | Catherine Bouchard Theresa Wiesner Andréanne Deschênes Anthony Bilodeau Benoît Turcotte | 2023/8 |
Lifelong online learning from accumulated knowledge | ACM Transactions on Knowledge Discovery from Data | Changjian Shui William Wang Ihsen Hedhli Chi Man Wong Feng Wan | 2023/2/25 |
Domain Agnostic Image-to-image Translation using Low-Resolution Conditioning | arXiv preprint arXiv:2305.05023 | Mohamed Abid Arman Afrasiyabi Ihsen Hedhli Jean-François Lalonde Christian Gagné | 2023/5/8 |
Filtering Pixel Latent Variables for Unmixing Volumetric Images | arXiv preprint arXiv:2312.05357 | Catherine Bouchard Vincent Boulanger Flavie Lavoie-Cardinal Christian Gagné | 2023/12/8 |
A case–control study on predicting population risk of suicide using health administrative data: a research protocol | BMJ open | JianLi Wang Fatemeh Gholi Zadeh Kharrat Jean-François Pelletier Louis Rochette Eric Pelletier | 2023/2/1 |
Towards more general loss and setting in unsupervised domain adaptation | IEEE Transactions on Knowledge and Data Engineering | Changjian Shui Ruizhi Pu Gezheng Xu Jun Wen Fan Zhou | 2023/4/13 |
Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search | Genetic Programming and Evolvable Machines | David Wittenberg Franz Rothlauf Christian Gagné | 2023/12 |
Gap minimization for knowledge sharing and transfer | Journal of Machine Learning Research | Boyu Wang Jorge A Mendez Changjian Shui Fan Zhou Di Wu | 2023 |
The 5-year longitudinal diagnostic profile and health services utilization of patients treated with electroconvulsive therapy in quebec: a population-based study | Social Psychiatry and Psychiatric Epidemiology | Simon Lafrenière Fatemeh Gholi-Zadeh-Kharrat Caroline Sirois Victoria Massamba Louis Rochette | 2023/4 |
Hessian Aware Low-Rank Weight Perturbation for Continual Learning | arXiv preprint arXiv:2311.15161 | Jiaqi Li Rui Wang Yuanhao Lai Changjian Shui Sabyasachi Sahoo | 2023/11/26 |
Deep learning of chest X-rays can predict mechanical ventilation outcome in ICU-admitted COVID-19 patients | Scientific Reports | Daniel Gourdeau Olivier Potvin Jason Henry Biem Florence Cloutier Lyna Abrougui | 2022/4/13 |
A novel domain adaptation theory with Jensen–Shannon divergence | Knowledge-Based Systems | Changjian Shui Qi Chen Jun Wen Fan Zhou Christian Gagné | 2022/12/5 |
Tracking and predicting COVID-19 radiological trajectory on chest X-rays using deep learning | Olivier Potvin Huy Le-Khac Simon Lemieux Carl Chartrand‑Lefebvre Alexandre Hains | 2022/4/4 |
Co-Authors
