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05/22/2023
Rethinking Semi-supervised Learning with Language Models
Semi-supervised learning (SSL) is a popular setting aiming to effectivel...
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09/07/2021
Forward and Inverse models in HCI:Physical simulation and deep learning for inferring 3D finger pose
We outline the role of forward and inverse modelling approaches in the d...
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06/30/2020
Tomographic Auto-Encoder: Unsupervised Bayesian Recovery of Corrupted Data
We propose a new probabilistic method for unsupervised recovery of corru...
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12/02/2019
Spatial images from temporal data
Traditional paradigms for imaging rely on the use of spatial structure e...
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09/13/2019
Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy
Gravitational wave (GW) detection is now commonplace and as the sensitiv...
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04/12/2019