Grgoire Montavon
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
4
Active years
2016–2025
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | MICCAI | MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification. | David Jacob Drexlin, Jonas Dippel, Julius Hense, Niklas Prenil, Grgoire Montavon, Frederick Klauschen, Klaus-Robert Mller |
| 2023 | CVPR | Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations. | Alexander Binder, Leander Weber, Sebastian Lapuschkin, Grgoire Montavon, Klaus-Robert Mller, Wojciech Samek |
| 2023 | ICML | Relevant Walk Search for Explaining Graph Neural Networks. | Ping Xiong, Thomas Schnake, Michael Gastegger, Grgoire Montavon, Klaus-Robert Mller, Shinichi Nakajima |
| 2022 | ICML | XAI for Transformers: Better Explanations through Conservative Propagation. | Ameen Ali, Thomas Schnake, Oliver Eberle, Grgoire Montavon, Klaus-Robert Mller, Lior Wolf |
| 2022 | ICML | Efficient Computation of Higher-Order Subgraph Attribution via Message Passing. | Ping Xiong, Thomas Schnake, Grgoire Montavon, Klaus-Robert Mller, Shinichi Nakajima |
| 2020 | ICML | Explaining the Predictions of Unsupervised Learning Models. | Grgoire Montavon, Jacob R. Kauffmann, Wojciech Samek, Klaus-Robert Mller |
| 2016 | CVPR | Analyzing Classifiers: Fisher Vectors and Deep Neural Networks. | Sebastian Lapuschkin, Alexander Binder, Grgoire Montavon, Klaus-Robert Mller, Wojciech Samek |
| 2016 | ICANN | Layer-Wise Relevance Propagation for Neural Networks with Local Renormalization Layers. | Alexander Binder, Grgoire Montavon, Sebastian Lapuschkin, Klaus-Robert Mller, Wojciech Samek |