Vanessa Böhm

1. Uncertainty Quantification with Generative Models
   2019/10/22 by Vanessa Böhm, Böhm, Vanessa, François Lanusse +3 · 4 citations
   Computer Science · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Probabilistic Autoencoder
   2020/06/09 by Vanessa Böhm, Böhm, Vanessa, Uroš Seljak +1 · 2 citations
   Computer Science · #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
3. SAR-based landslide classification pretraining leads to better segmentation
   2022/11/17 by Vanessa Böhm, Wei Ji Leong, Böhm, Vanessa +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
4. Reconstructing and Classifying SDSS DR16 Galaxy Spectra with Machine-Learning and Dimensionality Reduction Algorithms
   2022/11/21 by Felix Pat, Pat, Felix, S. Juneau +15 · 1 citation
   Chemistry · Computer Science · #Spectroscopy and Chemometric Analyses #Blind Source Separation Techniques