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Uwe Schmidt

4 papers · 2013–2020 · 3 venues · across top CS/AI venues

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Achievements

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+1 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird
πŸš€ Conference Pioneer

Venues

CVPR (2) ICCV (1) WACV (1)

Top co-authors

Stefan Roth (2) Carsten Rother (2) Robert Haase (1) Sebastian Nowozin (1) Martin Weigert (1) Ko Sugawara (1) Jeremy Jancsary (1) Jakob Kruse (1) Gene Myers (1)

Research topics

Computer Vision (3) Deep Learning (2) Machine Learning (2) Learning Types Β· Deep Learning (2) Processing (2) Analysis (1) Core Methods (1) Domain-Specific (1) Learning Types Β· Machine Learning (1) Optimization & Theory (1)

Keywords

image restoration (2) object detection (1) 3d vision (1) instance segmentation (1) discriminative learning (1) random fields (1) image deblurring (1) fluorescence microscopy (1) cascade architecture (1) blur kernel (1) discriminative deblurring (1) regression tree field (1) half-quadratic regularization (1) gaussian crf (1) non-blind deblurring (1) discriminative approach (1) cell nuclei detection (1) shrinkage field (1) loss-based training (1) semantic segmentation (1)

Papers

Star-convex Polyhedra for 3D Object Detection and Segmentation in Microscopy WACV 2020 Learning to Push the Limits of Efficient FFT-Based Image Deconvolution ICCV 2017 Shrinkage Fields for Effective Image Restoration CVPR 2014 Discriminative Non-blind Deblurring CVPR 2013