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11/30/2021
FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection
Nowadays, classification and Out-of-Distribution (OoD) detection in the ...
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10/28/2021
OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary
Generative models trained in an unsupervised manner may set high likelih...
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07/24/2021
Tail of Distribution GAN (TailGAN): Generative- Adversarial-Network-Based Boundary Formation
Generative Adversarial Networks (GAN) are a powerful methodology and can...
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07/21/2021
Boundary of Distribution Support Generator (BDSG): Sample Generation on the Boundary
Generative models, such as Generative Adversarial Networks (GANs), have ...
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10/31/2018
On Single-Channel Speech Enhancement and On Non-Linear Modulation-Domain Kalman Filtering
This report focuses on algorithms that perform single-channel speech enh...
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07/26/2018
Modulation-Domain Kalman Filtering for Monaural Blind Speech Denoising and Dereverberation
We describe a monaural speech enhancement algorithm based on modulation-...
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08/07/2017