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Raúl Ramos-Pollán

  1. Kernel Density Matrices for Probabilistic Deep Learning
    2023/05/26 by Fabio A. González, Raúl Ramos-Pollán, González, Fabio A. +3 · 2 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Quantum Physics (quant-ph) #Statistical Mechanics and Entropy
  2. SAR-based landslide classification pretraining leads to better segmentation
    2022/11/17 by Vanessa Böhm, Böhm, Vanessa, Wei Ji Leong +13 · 1 citation
    Earth and Planetary Sciences · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Electrical engineering #Flood Risk Assessment and Management #Image and Video Processing (eess.IV) #Landslides and related hazards #Signal Processing (eess.SP) #electronic engineering #information engineering
  3. Rapid Adaptation of Earth Observation Foundation Models for Segmentation
    2024/09/16 by Karthick Panner Selvam, Selvam, Karthick Panner, Raúl Ramos-Pollán +3 · 1 citation
    Earth and Planetary Sciences · Social Sciences · Engineering · #Geological Modeling and Analysis #Geographic Information Systems Studies #Satellite Image Processing and Photogrammetry
  4. LunarFM: A Shared Multimodal Representation of the Moon's Surface
    2026/07/24 by Marc Girona-Mata, Jakob Gawlikowski, Sumit Goski +6
    Computer Science · #cs.LG