Search Results for author: Omer Yair

Found 4 papers, 0 papers with code

Uncertainty Visualization via Low-Dimensional Posterior Projections

no code implementations12 Dec 2023 Omer Yair, Elias Nehme, Tomer Michaeli

In ill-posed inverse problems, it is commonly desirable to obtain insight into the full spectrum of plausible solutions, rather than extracting only a single reconstruction.

Image Restoration Uncertainty Quantification +1

Contrastive Divergence Learning is a Time Reversal Adversarial Game

no code implementations ICLR 2021 Omer Yair, Tomer Michaeli

In this paper, we present an alternative derivation of CD that does not require any approximation and sheds new light on the objective that is actually being optimized by the algorithm.

Dynamic Time-Of-Flight

no code implementations CVPR 2017 Michael Schober, Amit Adam, Omer Yair, Shai Mazor, Sebastian Nowozin

Operating in this mode the camera essentially forgets all information previously captured - and performs depth inference from scratch for every frame.

Computational Efficiency

Bayesian Time-of-Flight for Realtime Shape, Illumination and Albedo

no code implementations22 Jul 2015 Amit Adam, Christoph Dann, Omer Yair, Shai Mazor, Sebastian Nowozin

We propose a computational model for shape, illumination and albedo inference in a pulsed time-of-flight (TOF) camera.

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