Ricard Durall

Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions

Ricard Durall, Margret Keuper, Janis Keuper · Opus-HSO (Offenburg University of Applied Sciences) · 2020 · 373 citations

Popular Gan Architectures, Engineering, Machine Learning +14

Unmasking DeepFakes with simple Features

Ricard Durall, Margret Keuper, Franz‐Josef Pfreundt et al. · arXiv (Cornell University) · 2019 · 174 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Deep diffusion models for seismic processing

Ricard Durall, Ammar Ghanim, M. Fernandez et al. · Computers & Geosciences · 2023 · 49 citations · Full text

Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues

Ricard Durall, Avraam Chatzimichailidis, Peter Labus et al. · Opus-HSO (Offenburg University of Applied Sciences) · 2021 · 44 citations · Full text

Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality

Peter Lorenz, Ricard Durall, Janis Keuper · 2023 · 30 citations

Local Intrinsic Dimensionality, Geometric Learning, Engineering +23