Search Results for author: Bernhard Scholkopf

Found 9 papers, 1 papers with code

Bloom Origami Assays: Practical Group Testing

no code implementations21 Jul 2020 Louis Abraham, Gary Becigneul, Benjamin Coleman, Bernhard Scholkopf, Anshumali Shrivastava, Alexander Smola

Group testing is a well-studied problem with several appealing solutions, but recent biological studies impose practical constraints for COVID-19 that are incompatible with traditional methods.

Real Time Trajectory Prediction Using Deep Conditional Generative Models

1 code implementation9 Sep 2019 Sebastian Gomez-Gonzalez, Sergey Prokudin, Bernhard Scholkopf, Jan Peters

Our method uses encoder and decoder deep networks that maps complete or partial trajectories to a Gaussian distributed latent space and back, allowing for fast inference of the future values of a trajectory given previous observations.

Time Series Time Series Forecasting +1

Self-Calibration of Optical Lenses

no code implementations ICCV 2015 Michael Hirsch, Bernhard Scholkopf

Even high-quality lenses suffer from optical aberrations, especially when used at full aperture.

Towards building a Crowd-Sourced Sky Map

no code implementations5 Jun 2014 Dustin Lang, David W. Hogg, Bernhard Scholkopf

We describe a system that builds a high dynamic-range and wide-angle image of the night sky by combining a large set of input images.

Tone Mapping

Seeing the Arrow of Time

no code implementations CVPR 2014 Lyndsey C. Pickup, Zheng Pan, Donglai Wei, YiChang Shih, Chang-Shui Zhang, Andrew Zisserman, Bernhard Scholkopf, William T. Freeman

We explore whether we can observe Time's Arrow in a temporal sequence--is it possible to tell whether a video is running forwards or backwards?

General Classification Video Compression

A Machine Learning Approach for Non-blind Image Deconvolution

no code implementations CVPR 2013 Christian J. Schuler, Harold Christopher Burger, Stefan Harmeling, Bernhard Scholkopf

In this work, we also rely on a two-step procedure, but learn the second step on a large dataset of natural images, using a neural network.

Image Deconvolution

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