Alexis Guichemerre

According to our database, Alexis Guichemerre authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

Longitudinal Risk Prediction in Mammography with Privileged History Distillation.

Banafsheh Karimian, Alexis Guichemerre, Soufiane Belharbi, Natacha Gillet, Luke McCaffrey, Mohammadhadi Shateri, Eric Granger

CoRR, March, 2026

Adaptation of Weakly Supervised Localization in Histopathology by Debiasing Predictions.

Alexis Guichemerre, Banafsheh Karimian, Soufiane Belharbi, Natacha Gillet, Nicolas Thome, Pourya Shamsolmoali, Mohammadhadi Shateri, Luke McCaffrey, Eric Granger

CoRR, March, 2026

CLIP-IT: CLIP-based Pairing of Histology Images with Privileged Textual Information.

Banafsheh Karimian, Giulia Avanzato, Soufiane Belharbi, Alexis Guichemerre, Luke McCaffrey, Mohammadhadi Shateri, Eric Granger

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization.

Alexis Guichemerre, Soufiane Belharbi, Mohammadhadi Shateri, Luke McCaffrey, Eric Granger

CoRR, March, 2025

2024

Robust Video List Decoding in Error-Prone Transmission Systems Using a Deep Learning Approach.

Yujing Zhang, Stéphane Coulombe, François-Xavier Coudoux, Alexis Guichemerre, Patrick Corlay

IEEE Access, 2024

Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology.

Alexis Guichemerre, Soufiane Belharbi, Tsiry Mayet, Shakeeb Murtaza, Pourya Shamsolmoali, Luke McCaffrey, Eric Granger

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Deep learning assisted quality ranking for list decoding of videos subject to transmission errors.

Alexis Guichemerre, Stéphane Coulombe, Anthony Trioux, François-Xavier Coudoux, Patrick Corlay

Proceedings of the 19th International Conference on Wireless and Mobile Computing, 2023