Moritz Böhle (PhD Student)

MSc Moritz Daniel Böhle

Address
Max-Planck-Institut für Informatik
Saarland Informatics Campus
Campus E1 4
66123 Saarbrücken
Location
E1 4 - 622
Phone
+49 681 9325 2000
Fax
+49 681 9325 2099

Personal Information

Publications

2024

  1. Article
    D2
    “Better Understanding Differences in Attribution Methods via Systematic Evaluations,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 6, 2024.
  2. Paper
    D2
    “Good Teachers Explain: Explanation-Enhanced Knowledge Distillation,” 2024. [Online]. Available: https://arxiv.org/abs/2402.03119.

2023

  1. Conference paper
    D2
    “Studying How to Efficiently and Effectively Guide Models with Explanations,” in IEEE/CVF International Conference on Computer Vision (ICCV 2023), Paris, France, 2023.

2022

  1. Conference paper
    D2
    “B-cos Networks: Alignment is All We Need for Interpretability,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, USA, 2022.
  2. Conference paper
    D4D2
    “Towards Better Understanding Attribution Methods,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, USA, 2022.
  3. Article
    D2
    “Optimising for Interpretability: Convolutional Dynamic Alignment Networks,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 6, 2022.

2021

  1. Conference paper
    D2
    “Convolutional Dynamic Alignment Networks for Interpretable Classifications,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), Nashville, TN, USA (Virtual), 2021.