71 citations · 351 across the 26 of their papers we have counts for
3 papers · 1 filter
cGANs with Multi-Hinge Loss
Ilya Kavalerov, Wojciech Czaja, Rama Chellappa
We propose a new algorithm to incorporate class conditional information into the critic of GANs via a multi-class generalization of the commonly used Hinge loss that is compatible…
Transport Model for Feature Extraction
Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin +1
We present a new feature extraction method for complex and large datasets, based on the concept of transport operators on graphs. The proposed approach generalizes and extends the…
Three-Dimensional Fourier Scattering Transform and Classification of Hyperspectral Images
Ilya Kavalerov, Weilin Li, Wojciech Czaja +1
Recent developments in machine learning and signal processing have resulted in many new techniques that are able to effectively capture the intrinsic yet complex properties of hype…