Oswin Krause
6 papers · 2013–2021 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4)
🗺️
Taxonomy Completionist
(20)
🧭
Keyword Pioneer
📈
Trend Setter
🚀
Conference Pioneer
Conferences
NIPS (3)
ICML (1)
IJCAI (1)
MIDL (1)
Top co-authors
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
Spot the Difference: Detection of Topological Changes via Geometric Alignment
NIPS 2021
Semantic similarity metrics for learned image registration
MIDL 2021
A Loss Function for Generative Neural Networks Based on Watson’s Perceptual Model
NIPS 2020
Algorithms for Estimating the Partition Function of Restricted Boltzmann Machines (Extended Abstract)
IJCAI 2020
CMA-ES with Optimal Covariance Update and Storage Complexity
NIPS 2016
Approximation properties of DBNs with binary hidden units and real-valued visible units
ICML 2013