Björn Lütjens
5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Mega-Team
(56)
Conferences
NIPS (2)
AAAI (1)
CORL (1)
JMLR (1)
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Keywords
remote sensing
(2)
high-resolution simulation
(2)
reinforcement learning
(1)
semantic segmentation
(1)
adversarial robustness
(1)
object detection
(1)
self-supervised learning
(1)
deep learning
(1)
time series
(1)
foundation model
(1)
formal guarantee
(1)
satellite imagery
(1)
certified defense
(1)
climate simulation
(1)
deep q-network
(1)
aerial imagery
(1)
tree detection
(1)
worst-case deviation
(1)
physics-ml hybrid
(1)
neural network emulator
(1)
Papers
ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation
JMLR 2025
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation
NIPS 2023
GEO-Bench: Toward Foundation Models for Earth Monitoring
NIPS 2023
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery
AAAI 2022
Certified Adversarial Robustness for Deep Reinforcement Learning
CORL 2019