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Found 5 papers, 1 papers with code
There and Back Again: Unraveling the Variational Auto-Encoder
The penalty incurred from using a constant posterior variance is small under mild conditions, and otherwise discourages large variations in the decoder Hessian.
DeepView: View Synthesis with Learned Gradient Descent
We present a novel approach to view synthesis using multiplane images (MPIs).
Single Image Portrait Relighting
Lighting plays a central role in conveying the essence and depth of the subject in a portrait photograph.
DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality
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).
Stereo Magnification: Learning View Synthesis using Multiplane Images
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.
