Grégoire Montavon

Researcher Next ID · RN-000268

Professor · Computer Science

Berlin, Germany

Not currently recruitingFunding unknown

About

167 publications and 17,369 citations recorded on OpenAlex.

Computer Science

Explainable Artificial Intelligence (XAI)

Machine Learning and Data Classification

Adversarial Robustness in Machine Learning

Generative Adversarial Networks and Image Synthesis

Anomaly Detection Techniques and Applications

Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications
Proceedings of the IEEE · 2021 · 10.1109/jproc.2021.3060483
Methods for interpreting and understanding deep neural networks
Digital Signal Processing · 2017 · 10.1016/j.dsp.2017.10.011
Explaining nonlinear classification decisions with deep Taylor decomposition
Pattern Recognition · 2016 · 10.1016/j.patcog.2016.11.008
Evaluating the Visualization of What a Deep Neural Network Has Learned
IEEE Transactions on Neural Networks and Learning Systems · 2016 · 10.1109/tnnls.2016.2599820
On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
PLoS ONE · 2015 · 10.1371/journal.pone.0130140

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