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Theofanis Karaletsos
Theofanis Karaletsos
7
papers
179
total citations
papers (7)
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI
ICML 2024
arXiv
60
citations
Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words
ICLR 2024
arXiv
42
citations
Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder
NEURIPS 2023
arXiv
36
citations
Hierarchical Gaussian Process Priors for Bayesian Neural Network Weights
NEURIPS 2020
arXiv
28
citations
Variational Control for Guidance in Diffusion Models
ICML 2025
arXiv
7
citations
Black-box coreset variational inference
NEURIPS 2022
arXiv
4
citations
Transformers for Mixed-type Event Sequences
NEURIPS 2025
2
citations