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Fourier Image Transformer


May 03, 2021
Tim-Oliver Buchholz, Florian Jug


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Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods


Apr 03, 2021
Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug


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Embedding-based Instance Segmentation of Microscopy Images


Jan 25, 2021
Manan Lalit, Pavel Tomancak, Florian Jug

* 6 pages, 1 figure, 2 tables 

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Improving Blind Spot Denoising for Microscopy


Aug 19, 2020
Anna S. Goncharova, Alf Honigmann, Florian Jug, Alexander Krull

* 15 pages, 4 figures 

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DivNoising: Diversity Denoising with Fully Convolutional Variational Autoencoders


Jun 10, 2020
Mangal Prakash, Alexander Krull, Florian Jug

* 11 pages, 13 pages supplement, 4 figures, 19 supplementary figures 

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DenoiSeg: Joint Denoising and Segmentation


May 06, 2020
Tim-Oliver Buchholz, Mangal Prakash, Alexander Krull, Florian Jug

* 10 pages, 4 figures, 2 pages supplement (4 figures) 

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A Primal-Dual Solver for Large-Scale Tracking-by-Assignment


Apr 14, 2020
Stefan Haller, Mangal Prakash, Lisa Hutschenreiter, Tobias Pietzsch, Carsten Rother, Florian Jug, Paul Swoboda, Bogdan Savchynskyy

* 23rd International Conference on Artificial Intelligence and Statistics (AISTATS), 2020 

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Leveraging Self-supervised Denoising for Image Segmentation


Dec 13, 2019
Mangal Prakash, Tim-Oliver Buchholz, Manan Lalit, Pavel Tomancak, Florian Jug, Alexander Krull

* submitted to ISBI 2020 

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Fully Unsupervised Probabilistic Noise2Void


Nov 27, 2019
Mangal Prakash, Manan Lalit, Pavel Tomancak, Alexander Krull, Florian Jug

* submitted to ISBI 2020 

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