Freddie Kalaitzis
- Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution
2022/07/13 by Julien Cornebise, Cornebise, Julien, Ivan Oršolić +3 · 1 voice · 8 citations
Engineering · Computer Science · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Satellite Image Processing and Photogrammetry
- Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation
2021/11/05 by Muhammed T. Razzak, Razzak, Muhammed, Gonzalo Mateo‐García +7 · 4 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- A large-scale crowdsourced analysis of abuse against women journalists and politicians on Twitter
2019/01/31 by Laure Delisle, Delisle, Laure, Freddie Kalaitzis +11 · 5 citations
Computer Science · Mathematics · Social Sciences · #Applications (stat.AP) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Misinformation and Its Impacts #Social Media and Politics #Social and Information Networks (cs.SI) #Spam and Phishing Detection #cs.LG #cs.SI #stat.AP #stat.ML
- Correlation of Auroral Dynamics and GNSS Scintillation with an Autoencoder
2019/10/04 by Kara D. Lamb, Lamb, Kara, Garima Malhotra +17 · 1 citation
Physics and Astronomy · Earth and Planetary Sciences · #Ionosphere and magnetosphere dynamics #Geophysics and Gravity Measurements #Earthquake Detection and Analysis
- RainBench: Towards Global Precipitation Forecasting from Satellite Imagery
2020/12/17 by Christian Schroeder de Witt, de Witt, Christian Schroeder, Catherine Tong +13 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Physical sciences #Flood Risk Assessment and Management #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis
- 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
- Flexible sampling of discrete data correlations without the marginal distributions
2013/06/11 by Alfredo Kalaitzis, Freddie Kalaitzis, Kalaitzis, Alfredo +2 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #cs.LG #stat.CO #stat.ML
- Rapid Adaptation of Earth Observation Foundation Models for Segmentation
2024/09/16 by Karthick Panner Selvam, Raúl Ramos-Pollán, Selvam, Karthick Panner +3 · 1 citation
Earth and Planetary Sciences · Social Sciences · Engineering · #Geological Modeling and Analysis #Geographic Information Systems Studies #Satellite Image Processing and Photogrammetry