Lukas Ruff

Deep One-Class Classification

Lukas Ruff, Robert A. Vandermeulen, Nico Goernitz et al. · International Conference on Machine Learning · 2018 · 880 citations

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 · 111 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Explainable Deep One-Class Classification

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

Computing, Computer Science, Computer Vision +16

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

Lukas Ruff, Yury Zemlyanskiy, Robert A. Vandermeulen et al. · 2019 · 58 citations · Full text

Computing, Computer Science, Machine Learning +16

Deep Semi-Supervised Anomaly Detection

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

Computing, Computer Science, Computer Security +15