Mélanie Ducoffe

1. Adversarial Active Learning for Deep Networks: a Margin Based Approach
   2018/02/27 by Mélanie Ducoffe, Fŕed́eric Precioso, Ducoffe, Melanie +1 · 20 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
2. Robustness Assessment of a Runway Object Classifier for Safe Aircraft Taxiing
   2024/01/08 by Yizhak Elboher, Raya Elsaleh, Elboher, Yizhak +15 · 4 citations
   Engineering · #Aerospace and Aviation Technology #Autonomous Vehicle Technology and Safety #Air Traffic Management and Optimization
3. LARD -- Landing Approach Runway Detection -- Dataset for Vision Based Landing
   2023/04/05 by Mélanie Ducoffe, Ducoffe, Mélanie, Maxime Carrere +10 · 2 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization