Search Results for author: Graham Fyffe

Found 5 papers, 1 papers with code

There and Back Again: Unraveling the Variational Auto-Encoder

no code implementations21 Dec 2019 Graham Fyffe

The penalty incurred from using a constant posterior variance is small under mild conditions, and otherwise discourages large variations in the decoder Hessian.

Decoder

DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality

no code implementations CVPR 2019 Chloe LeGendre, Wan-Chun Ma, Graham Fyffe, John Flynn, Laurent Charbonnel, Jay Busch, Paul Debevec

We present a learning-based method to infer plausible high dynamic range (HDR), omnidirectional illumination given an unconstrained, low dynamic range (LDR) image from a mobile phone camera with a limited field of view (FOV).

Mixed Reality

Stereo Magnification: Learning View Synthesis using Multiplane Images

1 code implementation24 May 2018 Tinghui Zhou, Richard Tucker, John Flynn, Graham Fyffe, Noah Snavely

The view synthesis problem--generating novel views of a scene from known imagery--has garnered recent attention due in part to compelling applications in virtual and augmented reality.

Novel View Synthesis

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