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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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