The GAN that Warped: Semantic Attribute Editing with Unpaired Data

no code implementations • CVPR 2020 • Garoe Dorta, Sara Vicente, Neill D. F. Campbell, Ivor J. A. Simpson

Deep neural networks have recently been used to edit images with great success, in particular for faces.

4k Attribute

Physics-driven Fire Modeling from Multi-view Images

1 code implementation • 14 Apr 2018 • Garoe Dorta, Luca Benedetti, Dmitry Kit, Yong-Liang Yang

This allows for a number of novel phenomena such as global fire illumination effects.

Physical Simulations valid

Training VAEs Under Structured Residuals

2 code implementations • 3 Apr 2018 • Garoe Dorta, Sara Vicente, Lourdes Agapito, Neill D. F. Campbell, Ivor Simpson

This paper demonstrates a novel scheme to incorporate a structured Gaussian likelihood prediction network within the VAE that allows the residual correlations to be modeled.

Structured Uncertainty Prediction Networks

2 code implementations • CVPR 2018 • Garoe Dorta, Sara Vicente, Lourdes Agapito, Neill D. F. Campbell, Ivor Simpson

This paper is the first work to propose a network to predict a structured uncertainty distribution for a synthesized image.

Image Denoising