Loic Le Folgoc

1. Attention U-Net: Learning Where to Look for the Pancreas
   2018/04/11 by Ozan Oktay, Oktay, Ozan, Jo Schlemper +25 · 362 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #cs.CV
2. Is MC Dropout Bayesian?
   2021/10/08 by Loïc Le Folgoc, Loic Le Folgoc, Vasileios Baltatzis +20 · 6 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #cs.LG #stat.ML
3. Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents
   2018/06/08 by Amir Alansary, Alansary, Amir, Loïc Le Folgoc +27 · 3 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Medical Image Segmentation Techniques #Robotics and Sensor-Based Localization #cs.CV
4. Explainable Anatomical Shape Analysis through Deep Hierarchical Generative Models
   2019/06/28 by Carlo Biffi, Carlo Alberto Biffi, Juan J. Cerrolaza +31 · 3 citations
   Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Medical Imaging and Analysis #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
5. Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface
   2020/08/13 by Vitalis Vosylius, Andy Wang, Vosylius, Vitalis +19 · 2 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #cs.CV #eess.IV #electronic engineering #information engineering
6. Semi-Supervised Learning via Compact Latent Space Clustering
   2018/06/07 by Konstantinos Kamnitsas, Kamnitsas, Konstantinos, Daniel C. Castro +15 · 1 citation
   Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #cs.CV #cs.LG #cs.NE #stat.ML