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Peter Gehler bio photo

Peter Gehler

Is trying to learn how to learn to see.

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Welcome!

I am a group leader at the Bernstein Center of Computational Neuroscience at the University of Tübingen. I am affiliated with the Max Planck Institute for Intelligent Systems in Tübingen as a senior research scientist. Before, I was postdoctoral researcher at ETH Zurich, temporary Professor at TU Darmstadt, and Junior Research Group Leader at the MPI for Informatik. I did my PhD studies in the Empirical Inference group at the MPI for Biological Cybernetics.

My main research focus lies on visual scene understanding. I want to enable computers to reason about the physical world around us. This requires models that can infer about the semantic, as well as the physical properties of visual data. I believe that both problems should be addressed jointly.

I have broad interest in computer vision and machine learning topics with a focus on statistical models and inference techniques. Applications range from material and reflectance separation, to detection and pose estimation.

News

Deep Learning Workshop in July (18/04/16)

Together with Aurelien Lucchi and Thomas Hofmann I am organizing a Deep Learning Workshop in July. Visit the website here.

Two CVPR papers accepted (11/03/16)

We have two papers accepted at CVPR 16. Check out how to estimate multiple people in images with DeepCut (pdf) and learn bilateral CNNs (pdf).

I am area chair at ECCV 2016 (06/02/16)

I was appointed as area chair at ECCV 2016.

I am area chair at NIPS 2016 (22/01/16)

I was appointed as area chair at NIPS 2016.

Inverse Rendering (01/10/15)

A workshop on the topic of Inverse Rendering to be held at ICCV in Chile Website link.

T-PAMI Associate Editor (01/09/15)

I was appointed associated editor of T-PAMI.

GCPR 2015 Aachen (07/01/15)

Together with Jürgen Gall and Bastian Leibe I will be organizing GCPR 2015 in Aachen. Read the Call for papers and the Call for workshops.

Bernstein Center for Computational Neuroscience (01/01/15)

I joined the Bernstein Center for Computational Neuroscience at the University of Tübingen and will keep my affiliation with the MPI.

Upcoming course (01/10/14)

Together with Andreas Geiger I will be teaching Intelligent Systems - Graphical Models in Computer Vision at the university of Tuebingen.

Visiting MSRC (01/08/14)

I spent August 2014 as a visiting researcher at MSR Cambridge

Advanced Structured Prediction (01/07/14)

Check out the forthcoming book on structured prediction from MIT press

New homepage (24/03/14)

This is my new homepage. I hope you like it. You can also download the source.

CVPR and ICLR papers accepted (01/03/14)

2 CVPR papers and one ICLR paper accepted

Thomas Nestmeyer (01/02/14)

Thomas Nestmeyer starts as a PhD student. He works on intrinsic image decompositions.

ECCV area chair (01/01/14)

I serve as ECCV 2014 area chair