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Griffin Floto

2 accepted papers

2023

DiffuDetox: A Mixed Diffusion Model for Text Detoxification

ACL 2023findings

Text detoxification is a conditional text generation task aiming to remove offensive content from toxic text. It is highly useful for online forums and social media, where offensive content is frequently encountered. Intuitively, there are diverse ways to detoxify sentences while preserving their me…

2023

The Tilted Variational Autoencoder: Improving Out-of-Distribution Detection

ICLR 2023poster

A problem with using the Gaussian distribution as a prior for the variational autoencoder (VAE) is that the set on which Gaussians have high probability density is small as the latent dimension increases. This is an issue because VAEs try to attain both a high likelihood with respect to a prior dist…

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