Kathrin Skubch
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(18)
Conferences
AISTATS (2)
NIPS (2)
ICCV (1)
Top co-authors
Keywords
gaussian process
(2)
variational autoencoder
(2)
bayesian optimization
(2)
deterministic autoencoder
(2)
uncertainty quantification
(1)
hierarchical model
(1)
object counting
(1)
posterior approximation
(1)
adversarial robustness
(1)
generative model
(1)
gaussian mixture model
(1)
latent representation
(1)
generative adversarial network
(1)
multi-task kernel
(1)
hierarchical training
(1)
conditional image generation
(1)
adversarial attack
(1)
few-shot learning
(1)
image generation
(1)
transfer learning
(1)
Papers
Scalable Meta-Learning with Gaussian Processes
AISTATS 2024
Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders
NIPS 2022
Transfer Learning with Gaussian Processes for Bayesian Optimization
AISTATS 2022
Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders
NIPS 2021
Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation
ICCV 2021