Ilya Kavalerov

According to our database, Ilya Kavalerov authored at least 10 papers between 2019 and 2022.

Collaborative distances:

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

2022

Harmonicity Plays a Critical Role in DNN Based Versus in Biologically-Inspired Monaural Speech Segregation Systems.

Rahil Parikh, Ilya Kavalerov, Carol Y. Espy-Wilson, Shihab A. Shamma

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

3-D Fourier Scattering Transform and Classification of Hyperspectral Images.

Ilya Kavalerov, Weilin Li, Wojciech Czaja, Rama Chellappa

IEEE Trans. Geosci. Remote. Sens., 2021

Cortical Features for Defense Against Adversarial Audio Attacks.

Ilya Kavalerov, Frank Zheng, Wojciech Czaja, Rama Chellappa

CoRR, 2021

Exploring the High Dimensional Geometry of HSI Features.

Wojciech Czaja, Ilya Kavalerov, Weilin Li

Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

A Multi-Class Hinge Loss for Conditional GANs.

Ilya Kavalerov, Wojciech Czaja, Rama Chellappa

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020

Impact Of Semantics, Physics And Adversarial Mechanisms In Deep Learning.

Ilya Kavalerov

PhD thesis, 2020

A study of quality and diversity in K+1 GANs.

Ilya Kavalerov, Wojciech Czaja, Rama Chellappa

Proceedings of the "I Can't Believe It's Not Better!" at NeurIPS Workshops, 2020

2019

cGANs with Multi-Hinge Loss.

Ilya Kavalerov, Wojciech Czaja, Rama Chellappa

CoRR, 2019

Three-Dimensional Fourier Scattering Transform and Classification of Hyperspectral Images.

Ilya Kavalerov, Weilin Li, Wojciech Czaja, Rama Chellappa

CoRR, 2019

Universal Sound Separation.

Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin W. Wilson, Jonathan Le Roux, John R. Hershey

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019