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Bohle, Moritz
9 publications
ICLR
2025
How to Probe: Simple yet Effective Techniques for Improving Post-Hoc Explanations
Siddhartha Gairola
,
Moritz Böhle
,
Francesco Locatello
,
Bernt Schiele
NeurIPS
2024
B-Cosification: Transforming Deep Neural Networks to Be Inherently Interpretable
Shreyash Arya
,
Sukrut Rao
,
Moritz Böhle
,
Bernt Schiele
ECCV
2024
Discover-Then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery
Sukrut Rao
,
Sweta Mahajan
,
Moritz Böhle
,
Bernt Schiele
ECCV
2024
Good Teachers Explain: Explanation-Enhanced Knowledge Distillation
Amin Parchami-Araghi
,
Moritz Böhle
,
Sukrut Rao
,
Bernt Schiele
ICCV
2023
Studying How to Efficiently and Effectively Guide Models with Explanations
Sukrut Rao
,
Moritz Böhle
,
Amin Parchami-Araghi
,
Bernt Schiele
ICLR
2023
Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data
Anna Kukleva
,
Moritz Böhle
,
Bernt Schiele
,
Hilde Kuehne
,
Christian Rupprecht
CVPR
2022
B-Cos Networks: Alignment Is All We Need for Interpretability
Moritz Böhle
,
Mario Fritz
,
Bernt Schiele
CVPR
2022
Towards Better Understanding Attribution Methods
Sukrut Rao
,
Moritz Böhle
,
Bernt Schiele
CVPR
2021
Convolutional Dynamic Alignment Networks for Interpretable Classifications
Moritz Bohle
,
Mario Fritz
,
Bernt Schiele