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06/13/2023
Unsupervised speech enhancement with deep dynamical generative speech and noise models
This work builds on a previous work on unsupervised speech enhancement u...
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03/07/2023
Speech Modeling with a Hierarchical Transformer Dynamical VAE
The dynamical variational autoencoders (DVAEs) are a family of latent-va...
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08/25/2022
DSR: Towards Drone Image Super-Resolution
Despite achieving remarkable progress in recent years, single-image supe...
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02/18/2022
Unsupervised Multiple-Object Tracking with a Dynamical Variational Autoencoder
In this paper, we present an unsupervised probabilistic model and associ...
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06/01/2021
Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks
Image classification has significantly improved using deep learning. Thi...
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01/23/2021
Learning degraded image classification with restoration data fidelity
Learning-based methods especially with convolutional neural networks (CN...
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01/12/2021
Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion
Following the performance breakthrough of denoising networks, improvemen...
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07/23/2020