Concepedia

Janis Keuper

JK

20

Publications

1.1K

Citations

16

H-Index

1984

Active since

Affiliations

Fraunhofer Institute for Industrial Mathematics(Current)

Offenburg University of Applied Sciences

University of Mannheim

Heidelberg University

University of Kaiserslautern

Janis Keuper is an author at Fraunhofer Institute for Industrial Mathematics specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceDeep LearningComputer VisionImage AnalysisMachine VisionPattern RecognitionDeep Neural Networks

Publications per year

1984–2024

20

Publications

20

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

Extracting horizon surfaces from 3D seismic data using deep learning

Valentin Tschannen, Matthias Delescluse, N. Ettrich et al. · Geophysics · 2020 · 93 citations · Full text

Distributed Training of Deep Neural Networks: Theoretical and Practical Limits of Parallel Scalability

Janis Keuper, Franz-Josef Preundt · 2016 · 71 citations

Deep Neural Networks, Practical Limits, Machine Learning +15

Deep diffusion models for seismic processing

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

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