Paul-Henry Cournède

1. Structured State Space Models for Multiple Instance Learning in Digital Pathology
   2023/06/27 by Leo Fillioux, Joseph Boyd, Fillioux, Leo +7 · 9 citations
   Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
2. CustOmics: A versatile deep-learning based strategy for multi-omics integration
   2022/09/12 by Hakim Benkirane, Yoann Pradat, Benkirane, Hakim +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #FOS: Biological sciences #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Gene expression and cancer classification #Genomics (q-bio.GN) #Machine Learning (cs.LG)
3. Causal Contrastive Learning for Counterfactual Regression Over Time
   2024/06/01 by Mouad El Bouchattaoui, Bouchattaoui, Mouad El, Myriam Tami +5 · 3 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Methodology (stat.ME)
4. Are foundation models for computer vision good conformal predictors?
   2024/12/08 by Leo Fillioux, Julio Silva-Rodríguez, Fillioux, Leo +11 · 3 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection