Stefan Gugler

According to our database, Stefan Gugler authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enhancing Diffusion Models Efficiency by Disentangling Total-Variance and Signal-to-Noise Ratio.

Khaled Kahouli, Winfried Ripken, Stefan Gugler, Oliver T. Unke, Klaus-Robert Müller, Shinichi Nakajima

CoRR, February, 2025

Towards symbolic XAI - explanation through human understandable logical relationships between features.

Thomas Schnake, Farnoush Rezaei Jafari, Jonas Lederer, Ping Xiong, Shinichi Nakajima, Stefan Gugler, Grégoire Montavon, Klaus-Robert Müller

Inf. Fusion, 2025

2024

MoreRed: Molecular Relaxation by Reverse Diffusion with Time Step Prediction.

Khaled Kahouli, Stefaan Simon Pierre Hessmann, Klaus-Robert Müller, Shinichi Nakajima, Stefan Gugler, Niklas W. A. Gebauer

Dataset, April, 2024

Molecular relaxation by reverse diffusion with time step prediction.

Khaled Kahouli, Stefaan Simon Pierre Hessmann, Klaus-Robert Müller, Shinichi Nakajima, Stefan Gugler, Niklas W. A. Gebauer

Mach. Learn. Sci. Technol., 2024