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11/28/2022
Continuous diffusion for categorical data
Diffusion models have quickly become the go-to paradigm for generative m...
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11/23/2021
Towards Learning Universal Audio Representations
The ability to learn universal audio representations that can solve dive...
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03/05/2021
Generating Images with Sparse Representations
The high dimensionality of images presents architecture and sampling-eff...
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06/05/2020
End-to-End Adversarial Text-to-Speech
Modern text-to-speech synthesis pipelines typically involve multiple pro...
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03/09/2020
Transformation-based Adversarial Video Prediction on Large-Scale Data
Recent breakthroughs in adversarial generative modeling have led to mode...
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08/10/2018
This Time with Feeling: Learning Expressive Musical Performance
Music generation has generally been focused on either creating scores or...
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09/12/2016
