Maximilian Dreyer
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
6
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional Divergence. | Frederik Pahde, Maximilian Dreyer, Moritz Weckbecker, Leander Weber, Christopher J. Anders, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin |
| 2024 | AAAI | From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space. | Maximilian Dreyer, Frederik Pahde, Christopher J. Anders, Wojciech Samek, Sebastian Lapuschkin |
| 2024 | CVPR | Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias Suppression. | Dilyara Bareeva, Maximilian Dreyer, Frederik Pahde, Wojciech Samek, Sebastian Lapuschkin |
| 2024 | CVPR | Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations. | Maximilian Dreyer, Reduan Achtibat, Wojciech Samek, Sebastian Lapuschkin |
| 2024 | ECCV | Pruning by Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers. | Sayed Mohammad Vakilzadeh Hatefi, Maximilian Dreyer, Reduan Achtibat, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin |
| 2024 | ICML | AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers. | Reduan Achtibat, Sayed Mohammad Vakilzadeh Hatefi, Maximilian Dreyer, Aakriti Jain, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek |
| 2023 | CVPR | Revealing Hidden Context Bias in Segmentation and Object Detection through Concept-specific Explanations. | Maximilian Dreyer, Reduan Achtibat, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin |
| 2023 | MICCAI | Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. | Frederik Pahde, Maximilian Dreyer, Wojciech Samek, Sebastian Lapuschkin |
| 2020 | ICML | ECQ | Daniel Becking, Maximilian Dreyer, Wojciech Samek, Karsten Mller, Sebastian Lapuschkin |