Oswin Krause
6 papers · 2013–2021 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Deep Learning
(3)
Core Methods
(3)
Models
(3)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Processing
(1)
Keywords
image registration
(2)
variational autoencoder
(2)
partition function
(1)
brain imaging
(1)
kullback-leibler divergence
(1)
exponential family
(1)
mixture distribution
(1)
derivative-free optimization
(1)
annealed importance sampling
(1)
markov random field
(1)
restricted boltzmann machine
(1)
loss function
(1)
energy-based model
(1)
evolutionary algorithm
(1)
numerical stability
(1)
frequency domain
(1)
geometric alignment
(1)
unsupervised anomaly detection
(1)
deep belief network
(1)
monte carlo method
(1)
Papers
Semantic similarity metrics for learned image registration
MIDL 2021
Spot the Difference: Detection of Topological Changes via Geometric Alignment
NeurIPS 2021
Algorithms for Estimating the Partition Function of Restricted Boltzmann Machines (Extended Abstract)
IJCAI 2020
A Loss Function for Generative Neural Networks Based on Watson’s Perceptual Model
NeurIPS 2020
CMA-ES with Optimal Covariance Update and Storage Complexity
NeurIPS 2016
Approximation properties of DBNs with binary hidden units and real-valued visible units
ICML 2013