Category Archives: news
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.
Continue readingCVPR 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
Continue readingCheck 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!]
Continue readingOur 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.
Continue readingThree papers accepted to ACCV on: Geometric Image Synthesis; Deep Object Co-segmentation; 6D Object Pose Estimation
papers will soon appear on our publication page.
Continue reading“CEREALS – Cost-Effective REgion-based Active Learning for Semantic Segmentation”
Check out our paper in cooperation with the Robert Bosch GmbH. [pdf] [suppl.]
Continue readingGeometric Image Synthesis
Check our new paper “Geometric Image Synthesis” [ArXiv] [video]
Continue readingRobust Vision Challenge at CVPR 2018
We are happy to be involved in the organization of the Robust Vision Challenge at CVPR 2018 together with Andreas Geiger and a great team from MPI Tübingen, ETH Zurich and TU Munich. Visit http://www.robustvision.net for more information and stay tuned for details on how to participate with your stereo, flow, multi-view or segmentation algorithm!
Continue readingDSAC – Differentiable RANSAC for Camera Localization
Ever wondered how to train a computer vision pipeline, which contains RANSAC, in an end-to-end fashion? See our project page or arXiv.
Continue reading