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Franz-Josef Pfreundt

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Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space

Jun 23, 2021
Kalun Ho, Franz-Josef Pfreundt, Janis Keuper, Margret Keuper

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SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain

Mar 04, 2021
Paula Harder, Franz-Josef Pfreundt, Margret Keuper, Janis Keuper

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Latent Space Conditioning on Generative Adversarial Networks

Dec 16, 2020
Ricard Durall, Kalun Ho, Franz-Josef Pfreundt, Janis Keuper

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Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches

Jul 06, 2020
Kalun Ho, Janis Keuper, Franz-Josef Pfreundt, Margret Keuper

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Local Facial Attribute Transfer through Inpainting

Feb 07, 2020
Ricard Durall, Franz-Josef Pfreundt, Janis Keuper

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Scalable Hyperparameter Optimization with Lazy Gaussian Processes

Jan 16, 2020
Raju Ram, Sabine Müller, Franz-Josef Pfreundt, Nicolas R. Gauger, Janis Keuper

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Unmasking DeepFakes with simple Features

Nov 08, 2019
Ricard Durall, Margret Keuper, Franz-Josef Pfreundt, Janis Keuper

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Semi Few-Shot Attribute Translation

Oct 16, 2019
Ricard Durall, Franz-Josef Pfreundt, Janis Keuper

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