ELPIS lab
ELPIS lab
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Stephan Mandt
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On the Challenges and Opportunities in Generative AI
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI
Understanding pathologies of deep heteroskedastic regression
Challenges and Perspectives in Deep Generative Modeling (Dagstuhl Seminar 23072)
Scalable Gaussian process variational autoencoders
GP-VAE: Deep probabilistic time series imputation
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