Lars Nieradzik

According to our database, Lars Nieradzik authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Reliable Evaluation of Attribution Maps in CNNs: A Perturbation-Based Approach.

Lars Nieradzik, Henrike Stephani, Janis Keuper

Int. J. Comput. Vis., May, 2025

2024

Global burned area increasingly explained by climate change.

Seppe Lampe, Chantelle Burton, Douglas Kelley, Wim Thiery, Stijn Hantson, Nikos Christidis, Lukas Gudmundsson, Matthew Forrest, Eleanor Burke, Jinfeng Chang, Huilin Huang, Akihiko Ito, Sian Kou-Giesbrecht, Gitta Lasslop, Wei Li, Lars Nieradzik, Fang Li, Yang Chen, James T. Randerson, Christopher Reyer, Matthias Mengel

Dataset, August, 2024

WoodYOLO: A Novel Object Detector for Wood Species Detection in Microscopic Images.

Lars Nieradzik, Henrike Stephani, Jördis Sieburg-Rockel, Stephanie Helmling, Andrea Olbrich, Stephanie Wrage, Janis Keuper

CoRR, 2024

Challenging the Black Box: A Comprehensive Evaluation of Attribution Maps of CNN Applications in Agriculture and Forestry.

Lars Nieradzik, Henrike Stephani, Jördis Sieburg-Rockel, Stephanie Helmling, Andrea Olbrich, Janis Keuper

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Top-GAP: Integrating Size Priors in CNNs for More Interpretability, Robustness, and Bias Mitigation.

Lars Nieradzik, Henrike Stephani, Janis Keuper

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023

Automating Wood Species Detection and Classification in Microscopic Images of Fibrous Materials with Deep Learning.

Lars Nieradzik, Jördis Sieburg-Rockel, Stephanie Helmling, Janis Keuper, Thomas Weibel, Andrea Olbrich, Henrike Stephani

CoRR, 2023

2021

Effect of the output activation function on the probabilities and errors in medical image segmentation.

Lars Nieradzik, Gerik Scheuermann, Dorothee Saur, Christina Gillmann

CoRR, 2021