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Hamid Eghbal-zadeh

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On Data Augmentation and Adversarial Risk: An Empirical Analysis

Jul 06, 2020
Hamid Eghbal-zadeh, Khaled Koutini, Paul Primus, Verena Haunschmid, Michal Lewandowski, Werner Zellinger, Bernhard A. Moser, Gerhard Widmer

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Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs

Oct 28, 2019
Khaled Koutini, Shreyan Chowdhury, Verena Haunschmid, Hamid Eghbal-zadeh, Gerhard Widmer

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Receptive-field-regularized CNN variants for acoustic scene classification

Sep 05, 2019
Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer

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Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification

Sep 04, 2019
Paul Primus, Hamid Eghbal-zadeh, David Eitelsebner, Khaled Koutini, Andreas Arzt, Gerhard Widmer

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The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification

Jul 03, 2019
Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer

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On Conditioning GANs to Hierarchical Ontologies

May 16, 2019
Hamid Eghbal-zadeh, Lukas Fischer, Thomas Hoch

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Mixture Density Generative Adversarial Networks

Oct 31, 2018
Hamid Eghbal-zadeh, Werner Zellinger, Gerhard Widmer

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Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data

Jun 22, 2018
Hamid Eghbal-zadeh, Lukas Fischer, Niko Popitsch, Florian Kromp, Sabine Taschner-Mandl, Khaled Koutini, Teresa Gerber, Eva Bozsaky, Peter F. Ambros, Inge M. Ambros, Gerhard Widmer, Bernhard A. Moser

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Deep Within-Class Covariance Analysis for Acoustic Scene Classification

Nov 10, 2017
Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer

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Probabilistic Generative Adversarial Networks

Aug 06, 2017
Hamid Eghbal-zadeh, Gerhard Widmer

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