Stefan Habenschuss
3 papers · 2012–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (10) π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Conferences
NIPS (2)
CVPR (1)
Top co-authors
Keywords
spiking neural network
(2)
bayesian inference
(2)
probabilistic inference
(1)
optimal transport
(1)
expectation maximization
(1)
instance segmentation
(1)
posterior distribution
(1)
synaptic plasticity
(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)
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
NIPS 2015
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints
NIPS 2012