Lukas Ruff

Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings

Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry

Federated Learning in Mobile Edge Networks: A Comprehensive Survey

Building and Interpreting Deep Similarity Models

Artificial intelligence, machine learning and deep learning in advanced robotics, a review

A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

Knowledge Distillation: A Survey

Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications

Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications

Chained Anomaly Detection Models for Federated Learning: An Intrusion Detection Case Study

Deep One-Class Classification

From Clustering to Cluster Explanations via Neural Networks