Stefan Habenschuss
3 papers · 2012–2022 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
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Keywords
spiking neural network
(2)
synaptic plasticity
(2)
bayesian inference
(2)
optimal transport
(1)
expectation maximization
(1)
instance segmentation
(1)
posterior distribution
(1)
posterior constraints
(1)
prior distribution
(1)
homeostatic plasticity
(1)
spiking networks
(1)
sampling method
(1)
satellite imagery
(1)
graph neural network
(1)
building extraction
(1)
probabilistic modeling
(1)
polygon extraction
(1)
variational inference
(1)
probabilistic inference
(1)
Papers
PolyWorld: Polygonal Building Extraction With Graph Neural Networks in Satellite Images
CVPR 2022
Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring
NeurIPS 2015
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints
NeurIPS 2012