Concepedia

Moritz Böhle

MB

4

Publications

389

Citations

4

H-Index

2019

Active since

Affiliations

Max Planck Institute for Informatics(Current)

Helmholtz Center for Information Security

Moritz Böhle is an author at Max Planck Institute for Informatics specializing in machine vision, computer vision, and deep learning.

Top concepts

EngineeringData ScienceCommunicationDeep LearningMachine VisionComputer VisionComputer ScienceMachine LearningDeep Neural NetworksArts

Publications per year

2019–2024

4

Publications

4

Layer-Wise Relevance Propagation for Explaining Deep Neural Network Decisions in MRI-Based Alzheimer's Disease Classification

Moritz Böhle, Fabian Eitel, Martin Weygandt et al. · Frontiers in Aging Neuroscience · 2019 · 282 citations · Full text

B-cos Networks: Alignment is All We Need for Interpretability

Moritz Böhle, Mario Fritz, Bernt Schiele · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 57 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Towards Better Understanding Attribution Methods

Sukrut Rao, Moritz Böhle, Bernt Schiele · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 31 citations

Convolutional Neural Network, Engineering, Machine Learning +21

B-Cos Alignment for Inherently Interpretable CNNs and Vision Transformers

Moritz Böhle, Navdeeppal Singh, Mario Fritz et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 19 citations

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