Braham, Nassim Ait Ali

1. Self-supervised Learning in Remote Sensing: A Review
   2022/06/27 by Yi Wang, Conrad M Albrecht, Wang, Yi +7 · 10 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
2. Decoupling Common and Unique Representations for Multimodal Self-supervised Learning
   2023/09/11 by Wang, Yi, Albrecht, Conrad M, Braham, Nassim Ait Ali +3 · 12 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation
   2022/11/13 by Wang, Yi, Braham, Nassim Ait Ali, Xiong, Zhitong +3 · 9 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. SSL4EO-L: Datasets and Foundation Models for Landsat Imagery
   2023/06/15 by Adam J. Stewart, Nils Lehmann, Stewart, Adam J. +15 · 9 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Geochemistry and Geologic Mapping #Hydrocarbon exploration and reservoir analysis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Remote-Sensing Image Classification #electronic engineering #information engineering
5. SpectralEarth: Training Hyperspectral Foundation Models at Scale
   2024/08/15 by Nassim Ait Ali Braham, Conrad M Albrecht, Braham, Nassim Ait Ali +9 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #Seismology and Earthquake Studies
6. SSL4EO-S12 v1.1: A Multimodal, Multiseasonal Dataset for Pretraining, Updated
   2025/02/28 by Benedikt Blumenstiel, Nassim Ait Ali Braham, Blumenstiel, Benedikt +7 · 3 citations
   Engineering · Environmental Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Remote Sensing in Agriculture #Remote-Sensing Image Classification