Christian Gagné
Université Laval
H-index: 34
North America-Canada
Top articles of Christian Gagné
Layerwise Early Stopping for Test Time Adaptation
arXiv preprint arXiv:2404.03784
2024/4/4
Yann Pequignot
H-Index: 4
Christian Gagné
H-Index: 19
Explainable artificial intelligence models for predicting risk of suicide using health administrative data in Quebec
PLoS one
2024/4/3
Generalizing across Temporal Domains with Koopman Operators
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Wei Wang
H-Index: 14
Fan Zhou
H-Index: 1
Changjian Shui
H-Index: 4
Christian Gagné
H-Index: 19
Boyu Wang
H-Index: 6
Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound Images
arXiv preprint arXiv:2403.09828
2024/3/14
Adam Tupper
H-Index: 1
Christian Gagné
H-Index: 19
Filtering Pixel Latent Variables for Unmixing Volumetric Images
arXiv preprint arXiv:2312.05357
2023/12/8
Catherine Bouchard
H-Index: 9
Vincent Boulanger
H-Index: 3
Flavie Lavoie-Cardinal
H-Index: 8
Christian Gagné
H-Index: 19
Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search
Genetic Programming and Evolvable Machines
2023/12
Franz Rothlauf
H-Index: 18
Christian Gagné
H-Index: 19
Hessian Aware Low-Rank Weight Perturbation for Continual Learning
arXiv preprint arXiv:2311.15161
2023/11/26
Jiaqi Li
H-Index: 0
Rui Wang
H-Index: 3
Changjian Shui
H-Index: 4
Boyu Wang
H-Index: 6
Christian Gagné
H-Index: 19
Fan Zhou
H-Index: 1
Method and system for dynamically estimating light-source parameters from multiple images
2023/8/3
Resolution enhancement with a task-assisted GAN to guide optical nanoscopy image analysis and acquisition
Nature Machine Intelligence
2023/8
Domain Agnostic Image-to-image Translation using Low-Resolution Conditioning
arXiv preprint arXiv:2305.05023
2023/5/8
Mohamed Abid
H-Index: 0
Ihsen Hedhli
H-Index: 5
Jean-François Lalonde
H-Index: 24
Christian Gagné
H-Index: 19
Towards more general loss and setting in unsupervised domain adaptation
IEEE Transactions on Knowledge and Data Engineering
2023/4/13
Changjian Shui
H-Index: 4
Jun Wen
H-Index: 15
Fan Zhou
H-Index: 1
Christian Gagné
H-Index: 19
Boyu Wang
H-Index: 6
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
2023/4
Christian Gagné
H-Index: 19
Elham Rahme
H-Index: 36
Generating light-source-specific parameters for digital images using a neural network
2023/3/30
Improved Robustness Against Adaptive Attacks With Ensembles and Error-Correcting Output Codes
arXiv preprint arXiv:2303.02322
2023/3/4
Thomas Philippon
H-Index: 38
Christian Gagné
H-Index: 19
Lifelong online learning from accumulated knowledge
ACM Transactions on Knowledge Discovery from Data
2023/2/25
A case–control study on predicting population risk of suicide using health administrative data: a research protocol
BMJ open
2023/2/1
Jianli Wang
H-Index: 15
Christian Gagné
H-Index: 19
Gap minimization for knowledge sharing and transfer
Journal of Machine Learning Research
2023
Boyu Wang
H-Index: 6
Changjian Shui
H-Index: 4
Fan Zhou
H-Index: 1
Di Wu
H-Index: 2
Christian Gagné
H-Index: 19
Eric Eaton
H-Index: 19
On learning fairness and accuracy on multiple subgroups
Advances in Neural Information Processing Systems
2022/12/6
Changjian Shui
H-Index: 4
Qi Chen
H-Index: 9
Jiaqi Li
H-Index: 0
Tal Arbel
H-Index: 24
Boyu Wang
H-Index: 6
Christian Gagné
H-Index: 19
Fair representation learning through implicit path alignment
2022/6/28
Changjian Shui
H-Index: 4
Qi Chen
H-Index: 9
Jiaqi Li
H-Index: 0
Boyu Wang
H-Index: 6
Christian Gagné
H-Index: 19
Evolving domain generalization
arXiv preprint arXiv:2206.00047
2022/5/31
Jiaqi Li
H-Index: 0
Fan Zhou
H-Index: 1
Changjian Shui
H-Index: 4
Christian Gagné
H-Index: 19
Boyu Wang
H-Index: 6
Co-Authors
