Hoel Kervadec

1. Few-Shot Segmentation Without Meta-Learning: A Good Transductive\n Inference Is All You Need?
   2020/12/11 by Malik Boudiaf, Boudiaf, Malik, Hoel Kervadec +9 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. Source-Free Domain Adaptation for Image Segmentation
   2021/08/06 by Mathilde Bateson, Hoel Kervadec, Bateson, Mathilde +7 · 3 citations
   Computer Science · Medicine · Engineering · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Medical Imaging and Analysis
3. Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision
   2020/04/14 by Hoel Kervadec, José Dolz, Kervadec, Hoel +7 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Stochastic Gradient Optimization Techniques