Soum-Fontez, Louis

1. MDT3D: Multi-Dataset Training for LiDAR 3D Object Detection Generalization
   2023/08/02 by Louis Soum-Fontez, Soum-Fontez, Louis, Jean‐Emmanuel Deschaud +3 · 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 #Human Pose and Action Recognition #Machine Learning (cs.LG)
2. ParisLuco3D: A high-quality target dataset for domain generalization of LiDAR perception
   2023/10/25 by Jules Sanchez, Louis Soum-Fontez, Sanchez, Jules +5 · 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 #Multimodal Machine Learning Applications #Robotics (cs.RO)
3. HD-OOD3D: Supervised and Unsupervised Out-of-Distribution object detection in LiDAR data
   2024/10/31 by Louis Soum-Fontez, Soum-Fontez, Louis, Jean‐Emmanuel Deschaud +3 · 1 citation
   Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Remote Sensing and LiDAR Applications