Florent Couzinie-Devy

According to our database, Florent Couzinie-Devy authored at least 6 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization.

Marin Scalbert, Maria Vakalopoulou, Florent Couzinie-Devy

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Improving Domain-Invariance in Self-Supervised Learning via Batch Styles Standardization.

Marin Scalbert, Maria Vakalopoulou, Florent Couzinié-Devy

CoRR, 2023

2022

Test-Time Image-to-Image Translation Ensembling Improves Out-of-Distribution Generalization in Histopathology.

Marin Scalbert, Maria Vakalopoulou, Florent Couzinié-Devy

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Multi-Source Domain Adaptation via supervised contrastive learning and confident consistency regularization.

Marin Scalbert, Florent Couzinié-Devy, Maria Vakalopoulou

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2013

Learning to Estimate and Remove Non-uniform Image Blur.

Florent Couzinie-Devy, Jian Sun, Karteek Alahari, Jean Ponce

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2011

Dictionary Learning for Deblurring and Digital Zoom

Florent Couzinie-Devy, Julien Mairal, Francis R. Bach, Jean Ponce

CoRR, 2011