Perfect Density Models Cannot Guarantee Anomaly Detection

A Unifying Review of Deep and Shallow Anomaly Detection

(2021) Lukas Ruff et al.   PROCEEDINGS OF THE IEEE

SciPy 1.0: fundamental algorithms for scientific computing in Python

(2020) Pauli Virtanen et al.   NATURE METHODS

Array programming with NumPy

(2020) Charles R. Harris et al.   NATURE

Normalizing Flows: An Introduction and Review of Current Methods

(2020) Ivan Kobyzev et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A review of novelty detection

(2014) Marco A.F. Pimentel et al.   SIGNAL PROCESSING

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Family of Nonparametric Density Estimation Algorithms

(2012) E. G. Tabak et al.   COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

The NumPy Array: A Structure for Efficient Numerical Computation

(2011) Stéfan van der Walt et al.   COMPUTING IN SCIENCE & ENGINEERING

80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition

(2008) A. Torralba et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE