Assessing Medical Optical Devices with INNs – joint work with Lena Maier Hein’s team

Paper accepted to IPCAI 2019. Find arxiv paper here https://arxiv.org/abs/1903.03441 Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks. Tim J. Adler, Lynton Ardizzone, Anant Vemuri, Leonardo Ayala, Janek Gröhl, Thomas Kirchner, Sebastian Wirkert, Jakob Kruse, Carsten Rother, Ullrich Köthe, Lena Maier-Hein. IPCAI 2019.

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CVPR 19 Paper on Panoptic Segmentation accepted

Panoptic Segmentation, Alexander Kirillov, Kaiming He, Ross Girshick, Carsten Rother, Piotr Dollar, CVPR 2019 arxiv version https://arxiv.org/abs/1801.00868

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BioImage Computing Workshop at CVPR 2019

We are co-organizing this year’s BioImage Computing workshop at CVPR. The strong collaboration between experts in biological imaging and computer vision has opened up exciting research opportunities with challenging data sets and real scientific impact. Paper submission is open until March 8, 2019. All relevant details will be provided at the workshop website.

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Check out our ICLR Paper and Blog on Analyzing Inverse Problems with Invertible Neural Networks

Here is a gentle introduction to our Invertible Neural Network architecture to tackle ambiguous inverse problems. [Update: Accepted at ICLR 2019!]

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Our excellent cluster “Structures” – where ML is used to find structures in data and the physical world – got funded by DFG

STRUCTURES: A unifying approach to emergent phenomena in the physical world, mathematics, and complex data.

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Analyzing Inverse Problems with Invertible Neural Networks

This work got accepted at ICLR 2019 Get the paper on OpenReview.net! In a recent collaboration with experts from natural and medical sciences, we show how Invertible Neural Networks can help us deal with the ill-posed inverse problems that often arise in these fields. This page aims to provide an intuitive introduction to the idea.

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Open Position in Core Research team within the Heidelberg Collaborative Imaging (HCI) 3rd phase.

PhD or Postdoc Opening in a Core Research team within the Heidelberg Collaborative Imaging (HCI) 3rd phase. The 3rd phase of HCI started on 1.10.2017. For this we are hiring students (PhD and PostDocs). The new student is jointly part of HCI and the Visual Learning Lab Heidelberg. The advertisement: Heidelberg University invites applications for […]

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