Konstantin Klemmer
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (16) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AAAI (3)
AISTATS (1)
ICLR (1)
ICML (1)
Top co-authors
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 datum
(1)
loss function
(1)
generative adversarial network
(1)
vision-language model
(1)
positional encoding
(1)
satellite imagery
(1)
spatial interpolation
(1)
location embedding
(1)
aerial imagery
(1)
graph neural network
(1)
autoregressive embedding
(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
SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss
AAAI 2022
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery
AAAI 2022