Klemmer, Konstantin

1. SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery
   2023/11/28 by Konstantin Klemmer, Klemmer, Konstantin, Esther Rolf +7 · 1 voice · 22 citations
   Computer Science · Engineering · #Remote-Sensing Image Classification #cs.AI #cs.CV #cs.CY #cs.LG
2. Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning
   2024/02/02 by Rolf, Esther, Klemmer, Konstantin, Robinson, Caleb +1 · 14 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Tackling the Overestimation of Forest Carbon with Deep Learning and Aerial Imagery
   2021/07/23 by Gyri Reiersen, David Dao, Reiersen, Gyri +9 · 1 citation
   Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Conservation, Biodiversity, and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture
4. Positional Encoder Graph Neural Networks for Geographic Data
   2021/11/19 by Klemmer, Konstantin, Safir, Nathan, Neill, Daniel B. · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy
   2022/05/18 by Teddy Cunningham, Cunningham, Teddy, Konstantin Klemmer +5 · 1 citation
   Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Land Use and Ecosystem Services #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Remote Sensing and LiDAR Applications