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06/20/2023
eCat: An End-to-End Model for Multi-Speaker TTS Many-to-Many Fine-Grained Prosody Transfer
We present eCat, a novel end-to-end multispeaker model capable of: a) ge...
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10/27/2021
Transfer learning with causal counterfactual reasoning in Decision Transformers
The ability to adapt to changes in environmental contingencies is an imp...
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10/20/2020
VarGrad: A Low-Variance Gradient Estimator for Variational Inference
We analyse the properties of an unbiased gradient estimator of the ELBO ...
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03/09/2020
Amortized variance reduction for doubly stochastic objectives
Approximate inference in complex probabilistic models such as deep Gauss...
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02/23/2020
Generalized Bayesian Filtering via Sequential Monte Carlo
We introduce a framework for inference in general state-space hidden Mar...
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05/29/2019