Daniel Lehmann

Affiliations:
  • University of Greifswald, Germany


According to our database1, Daniel Lehmann authored at least 6 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

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Bibliography

2024
Improving Convolutional Neural Network-based Image Classification by Exploiting Network Layer Information.
PhD thesis, 2024

2022
Subclass-based Undersampling for Class-imbalanced Image Classification.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Reliable Classification of Images by Calculating Their Credibility Using a Layer-Wise Activation Cluster Analysis of CNNs.
Proceedings of the Deep Learning Theory and Applications - Third International Conference, 2022

Calculating the Credibility of Test Samples at Inference by a Layer-wise Activation Cluster Analysis of Convolutional Neural Networks.
Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022

2021
Are Image Patches Beneficial for Initializing Convolutional Neural Network Models?
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Layer-Wise Activation Cluster Analysis of CNNs to Detect Out-of-Distribution Samples.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021


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