On Uniformly Scaling Flows: A Density-Aligned Approach to Deep One-Class Classification
Uniformly scaling flows for anomaly detection unify density faithfulness with distance-based reasoning.
Faried Abu Zaid
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1 min readRead more
USFlows: Flow models with density preserving latent space alignment
USFlows provides a rigorous implementation of flow models with a constant Jacobian determinant, ensuring uniformly scaling transformations. The framework offers robust theoretical …
Faried Abu Zaid
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1 min read