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Konstantin Klemmer

Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning

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Feb 02, 2024
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SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery

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Nov 30, 2023
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Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks

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Oct 10, 2023
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Reflections from the Workshop on AI-Assisted Decision Making for Conservation

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Jul 17, 2023
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Proceedings of the NeurIPS 2021 Workshop on Machine Learning for the Developing World: Global Challenges

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Jan 10, 2023
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GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy

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May 18, 2022
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ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery

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Jan 26, 2022
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Positional Encoder Graph Neural Networks for Geographic Data

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Nov 19, 2021
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Deployment Optimization for Shared e-Mobility Systems with Multi-agent Deep Neural Search

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Nov 03, 2021
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SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss

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Sep 30, 2021
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