Simon Damm
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) 🗺️ Taxonomy Completionist (12)
🏆
Keyword Champion
(2)
Conferences
AISTATS (2)
UAI (1)
WACV (1)
Top co-authors
Keywords
evidence lower bound
(2)
few-shot learning
(1)
variational inference
(1)
bayesian learning
(1)
anomaly detection
(1)
sparse coding
(1)
closed-form solution
(1)
posterior approximation
(1)
patch matching
(1)
generative model
(1)
latent variable model
(1)
stationary point
(1)
variational autoencoder
(1)
foundation model
(1)
vision foundation model
(1)
industrial inspection
(1)
entropy-based learning
(1)
industrial quality control
(1)
semantic segmentation
(1)
patch-level classification
(1)
Papers
ELBO, regularized maximum likelihood, and their common one-sample approximation for training stochastic neural networks
UAI 2025
AnomalyDINO: Boosting Patch-Based Few-Shot Anomaly Detection with DINOv2
WACV 2025
Learning Sparse Codes with Entropy-Based ELBOs
AISTATS 2024
The ELBO of Variational Autoencoders Converges to a Sum of Entropies
AISTATS 2023