Daniel Lehmann

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 5

Top Topics

Cluster Analysis

Top Venues

VISIGRAPP (5: VISAPP)

DeLTA (Selected Papers)

Publications

Daniel Lehmann, Marc Ebner
Subclass-based Undersampling for Class-imbalanced Image Classification. VISIGRAPP (5: VISAPP) (2022)
Daniel Lehmann, Marc Ebner
Reliable Classification of Images by Calculating Their Credibility Using a Layer-Wise Activation Cluster Analysis of CNNs. DeLTA (Selected Papers) (2022)
Daniel Lehmann, Marc Ebner
Calculating the Credibility of Test Samples at Inference by a Layer-wise Activation Cluster Analysis of Convolutional Neural Networks. DeLTA (2022)
Daniel Lehmann, Marc Ebner
Are Image Patches Beneficial for Initializing Convolutional Neural Network Models? VISIGRAPP (5: VISAPP) (2021)
Daniel Lehmann, Marc Ebner
Layer-Wise Activation Cluster Analysis of CNNs to Detect Out-of-Distribution Samples. ICANN (4) (2021)