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Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations


Nov 22, 2021
Antonio Pepe, Jan Egger, Marina Codari, Martin J. Willemink, Christina Gsaxner, Jianning Li, Peter M. Roth, Gabriel Mistelbauer, Dieter Schmalstieg, Dominik Fleischmann

* 28 pages 

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Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild


Jul 17, 2020
Alexander Grabner, Yaming Wang, Peizhao Zhang, Peihong Guo, Tong Xiao, Peter Vajda, Peter M. Roth, Vincent Lepetit

* Accepted to European Conference on Computer Vision (ECCV) 2020 

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ALCN: Adaptive Local Contrast Normalization


Apr 15, 2020
Mahdi Rad, Peter M. Roth, Vincent Lepetit

* This version corresponds to the pre-print of the paper accepted for Computer Vision and Image Understanding (CVIU). arXiv admin note: substantial text overlap with arXiv:1708.09633 

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Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs


Dec 06, 2019
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger


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Patch augmentation: Towards efficient decision boundaries for neural networks


Nov 25, 2019
Marcus D. Bloice, Peter M. Roth, Andreas Holzinger

* Version 2: updated author list, reduced abstract length, plots consolidated as sub-plots 

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L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization


Oct 27, 2019
Mina Basirat, Peter M. Roth

* Accepted: Winter Conference on Applications of Computer Vision (WACV) 2020 

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Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation


Oct 27, 2019
Martin Hirzer, Peter M. Roth, Vincent Lepetit

* Accepted: Winter Conference on Applications of Computer Vision (WACV) 2020 

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Location Field Descriptors: Single Image 3D Model Retrieval in the Wild


Aug 07, 2019
Alexander Grabner, Peter M. Roth, Vincent Lepetit

* Accepted to International Conference on 3D Vision (3DV) 2019 (Oral) 

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GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild


Aug 07, 2019
Alexander Grabner, Peter M. Roth, Vincent Lepetit

* Accepted to International Conference on Computer Vision (ICCV) 2019 

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Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data


Mar 07, 2019
Christina Gsaxner, Peter M. Roth, Jürgen Wallner, Jan Egger

* PLoS ONE 14(3): e0212550 (2019) 
* 20 pages 

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The Quest for the Golden Activation Function


Aug 02, 2018
Mina Basirat, Peter M. Roth


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3D Pose Estimation and 3D Model Retrieval for Objects in the Wild


Mar 30, 2018
Alexander Grabner, Peter M. Roth, Vincent Lepetit

* Conference on Computer Vision and Pattern Recognition 2018 
* Accepted to Conference on Computer Vision and Pattern Recognition (CVPR) 2018 

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Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology


Dec 18, 2017
Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal


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