Konstantin Klemmer
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Architectures
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Domain-Specific
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Analysis
(1)
Application Areas
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Models
(1)
Keywords
geographic coordinate
(2)
domain adaptation
(1)
object detection
(1)
spatio-temporal modeling
(1)
deep learning
(1)
remote sensing
(1)
time series
(1)
generative model
(1)
autoregressive model
(1)
spatial data
(1)
loss function
(1)
generative adversarial network
(1)
vision-language model
(1)
positional encoding
(1)
spherical harmonics
(1)
satellite imagery
(1)
spatial interpolation
(1)
positional embedding
(1)
location embedding
(1)
aerial imagery
(1)
Papers
SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery
AAAI 2025
Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks
ICLR 2024
Position: Mission Critical – Satellite Data is a Distinct Modality in Machine Learning
ICML 2024
Positional Encoder Graph Neural Networks for Geographic Data
AISTATS 2023
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery
AAAI 2022
SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss
AAAI 2022