116 citations · 626 across the 37 of their papers we have counts for
4 papers · 1 filter
Training Generative Networks with general Optimal Transport distances
Vaios Laschos, Jan Tinapp, Klaus Obermayer
We propose a new algorithm that uses an auxiliary neural network to express the potential of the optimal transport map between two data distributions. In the sequel, we use the afo…
Biophysically grounded mean-field models of neural populations under electrical stimulation
Caglar Cakan, Klaus Obermayer
Electrical stimulation of neural systems is a key tool for understanding neural dynamics and ultimately for developing clinical treatments. Many applications of electrical stimulat…
Joining Sound Event Detection and Localization Through Spatial Segregation
Ivo Trowitzsch, Christopher Schymura, Dorothea Kolossa +1
Identification and localization of sounds are both integral parts of computational auditory scene analysis. Although each can be solved separately, the goal of forming coherent aud…
The NIGENS General Sound Events Database
Ivo Trowitzsch, Jalil Taghia, Youssef Kashef +1
Computational auditory scene analysis is gaining interest in the last years. Trailing behind the more mature field of speech recognition, it is particularly general sound event det…