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11/22/2022
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models
Explaining black-box Artificial Intelligence (AI) models is a cornerston...
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03/16/2022
Is it all a cluster game? – Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space
It is essential for safety-critical applications of deep neural networks...
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07/19/2021
OODformer: Out-Of-Distribution Detection Transformer
A serious problem in image classification is that a trained model might ...
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07/12/2021
Scenes and Surroundings: Scene Graph Generation using Relation Transformer
Identifying objects in an image and their mutual relationships as a scen...
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04/13/2020