Klaus-Robert Müller

activity

20072024

most citedMethods for Interpreting and Understanding Deep Neural Networks

2.8k citations · 19.2k across the 71 of their papers we have counts for

collaborators

Showing 2019 · cs.CVShow all

2 papers · 2 filters

cs.CV2019★ 3 cited

Finding and Removing Clever Hans: Using Explanation Methods to Debug and Improve Deep Models

Christopher J. Anders, Leander Weber, David Neumann +3

Contemporary learning models for computer vision are typically trained on very large (benchmark) datasets with millions of samples. These may, however, contain biases, artifacts, o…

cs.CV2019

Black-Box Decision based Adversarial Attack with Symmetric $α$ -stable Distribution

Vignesh Srinivasan, Ercan E. Kuruoglu, Klaus-Robert Müller +2

Developing techniques for adversarial attack and defense is an important research field for establishing reliable machine learning and its applications. Many existing methods emplo…

Finding and Removing Clever Hans: Using Explanation Methods to Debug and Improve Deep Models

Black-Box Decision based Adversarial Attack with Symmetric α-stable Distribution

Black-Box Decision based Adversarial Attack with Symmetric $α$ -stable Distribution