Durall, Ricard

1. Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are\n Failing to Reproduce Spectral Distributions
   2020/03/03 by Ricard Durall, Margret Keuper, Durall, Ricard +3 · 38 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Model Reduction and Neural Networks
2. Combating Mode Collapse in GAN training: An Empirical Analysis using\n Hessian Eigenvalues
   2020/12/17 by Ricard Durall, Durall, Ricard, Avraam Chatzimichailidis +5 · 4 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Model Reduction and Neural Networks
3. Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality
   2023/07/05 by Peter Lorenz, Ricard Durall, Lorenz, Peter +3 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection
4. Unmasking DeepFakes with simple Features
   2019/11/02 by Durall, Ricard, Keuper, Margret, Pfreundt, Franz-Josef +1 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)