Lukas Ruff

Deep One-Class Classification

Lukas Ruff, Robert A. Vandermeulen, Nico Goernitz et al. · International Conference on Machine Learning · 2018 · 873 citations

Engineering, Machine Learning, Data Science +6

From Clustering to Cluster Explanations via Neural Networks

Jacob Kauffmann, Malte Esders, Lukas Ruff et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 105 citations · Full text

Explainable Deep One-Class Classification

Philipp Liznerski, Lukas Ruff, Robert A. Vandermeulen et al. · arXiv (Cornell University) · 2020 · 94 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +17

Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text

Lukas Ruff, Yury Zemlyanskiy, Robert A. Vandermeulen et al. · 2019 · 57 citations · Full text

Deep Semi-Supervised Anomaly Detection

Lukas Ruff, Robert A. Vandermeulen, Nico Görnitz et al. · arXiv (Cornell University) · 2019 · 31 citations · Full text

Machine Vision, Machine Learning, Data Science +13