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20182026
most citedEstimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration

98 citations · 115 across the 8 of their papers we have counts for

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stat.ML2018★ 6 cited

Training VAEs Under Structured Residuals

Gara Dorta, Sara Vicente, Lourdes Agapito +2

Variational auto-encoders (VAEs) are a popular and powerful deep generative model. Previous works on VAEs have assumed a factorized likelihood model, whereby the output uncertainty…

stat.ML2018

Structured Uncertainty Prediction Networks

Gara Dorta, Sara Vicente, Lourdes Agapito +2

This paper is the first work to propose a network to predict a structured uncertainty distribution for a synthesized image. Previous approaches have been mostly limited to predicti…