Florian Jug

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 47

Top Topics

Escherichia Coli

Fluorescence Microscopy

Top Venues

ECCV Workshops (1)

Frontiers Comput. Sci.

Publications

Jianxu Chen, Florian Jug, Susanne M. Rafelski, Shanghang Zhang
The Emerging Issues in Bioimaging AI Publications and Research (Dagstuhl Seminar 24042). Dagstuhl Reports 14 (1) (2024)
Ashesh Mishra, Florian Jug
denoiSplit: a method for joint image splitting and unsupervised denoising. CoRR (2024)
Ashesh, Alexander Krull, Moises Di Sante, Francesco Silvio Pasqualini, Florian Jug
μSplit: image decomposition for fluorescence microscopy. ICCV (2023)
Nuno Pimpão Martins, Yannis Kalaidzidis, Marino Zerial, Florian Jug
DeepContrast: Deep Tissue Contrast Enhancement using Synthetic Data Degradations and OOD Model Predictions. ICCV (Workshops) (2023)
Nuno Pimpão Martins, Yannis Kalaidzidis, Marino Zerial, Florian Jug
DeepContrast: Deep Tissue Contrast Enhancement using Synthetic Data Degradations and OOD Model Predictions. CoRR (2023)
Joran Deschamps, Damian Dalle Nogare, Florian Jug
Better research software tools to elevate the rate of scientific discovery or why we need to invest in research software engineering. Frontiers Bioinform. 3 (2023)
Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug
Interpretable Unsupervised Diversity Denoising and Artefact Removal. ICLR (2022)
Ashesh, Alexander Krull, Moises Di Sante, Francesco Silvio Pasqualini, Florian Jug
μSplit: efficient image decomposition for microscopy data. CoRR (2022)
Tim-Oliver Buchholz, Florian Jug
Fourier Image Transformer. CVPR Workshops (2022)
Eva Höck, Tim-Oliver Buchholz, Anselm Brachmann, Florian Jug, Alexander Freytag
N2V2 - Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture. CoRR (2022)
Eva Höck, Tim-Oliver Buchholz, Anselm Brachmann, Florian Jug, Alexander Freytag
N2V2 - Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture. ECCV Workshops (4) (2022)
Matthias Arzt, Joran Deschamps, Christopher Schmied, Tobias Pietzsch, Deborah Schmidt, Pavel Tomancak, Robert Haase, Florian Jug
LABKIT: Labeling and Segmentation Toolkit for Big Image Data. Frontiers Comput. Sci. 4 (2022)
Florian Levet, Virginie Uhlmann, Florian Jug
Editorial: Methods and Tools for Bioimage Analysis. Frontiers Comput. Sci. 4 (2022)
Manan Lalit, Pavel Tomancak, Florian Jug
EmbedSeg: Embedding-based Instance Segmentation for Biomedical Microscopy Data. Medical Image Anal. 81 (2022)
Tim-Oliver Buchholz, Florian Jug
Fourier Image Transformer. CoRR (2021)
Mangal Prakash, Alexander Krull, Florian Jug
Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders. ICLR (2021)
Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug
Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods. CoRR (2021)
Manan Lalit, Pavel Tomancak, Florian Jug
Embedding-based Instance Segmentation in Microscopy. MIDL (2021)
Manan Lalit, Pavel Tomancak, Florian Jug
Embedding-based Instance Segmentation of Microscopy Images. CoRR (2021)
Anna S. Goncharova, Alf Honigmann, Florian Jug, Alexander Krull
Improving Blind Spot Denoising for Microscopy. CoRR (2020)
Mangal Prakash, Alexander Krull, Florian Jug
DivNoising: Diversity Denoising with Fully Convolutional Variational Autoencoders. CoRR (2020)
Tim-Oliver Buchholz, Mangal Prakash, Deborah Schmidt, Alexander Krull, Florian Jug
DenoiSeg: Joint Denoising and Segmentation. ECCV Workshops (1) (2020)
Mangal Prakash, Manan Lalit, Pavel Tomancak, Alexander Krull, Florian Jug
Fully Unsupervised Probabilistic Noise2Void. ISBI (2020)
Stefan Haller, Mangal Prakash, Lisa Hutschenreiter, Tobias Pietzsch, Carsten Rother, Florian Jug, Paul Swoboda, Bogdan Savchynskyy
A Primal-Dual Solver for Large-Scale Tracking-by-Assignment. CoRR (2020)
Mangal Prakash, Tim-Oliver Buchholz, Manan Lalit, Pavel Tomancak, Florian Jug, Alexander Krull
Leveraging Self-supervised Denoising for Image Segmentation. ISBI (2020)
Stefan Haller, Mangal Prakash, Lisa Hutschenreiter, Tobias Pietzsch, Carsten Rother, Florian Jug, Paul Swoboda, Bogdan Savchynskyy
A Primal-Dual Solver for Large-Scale Tracking-by-Assignment. AISTATS (2020)
Alexander Krull, Tomás Vicar, Mangal Prakash, Manan Lalit, Florian Jug
Probabilistic Noise2Void: Unsupervised Content-Aware Denoising. Frontiers Comput. Sci. 2 (2020)
Tim-Oliver Buchholz, Mangal Prakash, Alexander Krull, Florian Jug
DenoiSeg: Joint Denoising and Segmentation. CoRR (2020)
Anna S. Goncharova, Alf Honigmann, Florian Jug, Alexander Krull
Improving Blind Spot Denoising for Microscopy. ECCV Workshops (1) (2020)
Manan Lalit, Mette Handberg-Thorsager, Yu-Wen Hsieh, Florian Jug, Pavel Tomancak
Registration of Multi-modal Volumetric Images by Establishing Cell Correspondence. ECCV Workshops (1) (2020)
Alexander Krull, Tim-Oliver Buchholz, Florian Jug
Noise2Void - Learning Denoising From Single Noisy Images. CVPR (2019)
Alexander Krull, Tomás Vicar, Florian Jug
Probabilistic Noise2Void: Unsupervised Content-Aware Denoising. CoRR (2019)
Mangal Prakash, Tim-Oliver Buchholz, Manan Lalit, Pavel Tomancak, Florian Jug, Alexander Krull
Leveraging Self-supervised Denoising for Image Segmentation. CoRR (2019)
Mangal Prakash, Manan Lalit, Pavel Tomancak, Alexander Krull, Florian Jug
Fully Unsupervised Probabilistic Noise2Void. CoRR (2019)
Tomás Vicar, Jan Balvan, Josef Jaros, Florian Jug, Radim Kolár, Michal Masarik, Jaromir Gumulec
Cell segmentation methods for label-free contrast microscopy: review and comprehensive comparison. BMC Bioinform. 20 (1) (2019)
Tim-Oliver Buchholz, Mareike Jordan, Gaia Pigino, Florian Jug
Cryo-CARE: Content-Aware Image Restoration for Cryo-Transmission Electron Microscopy Data. ISBI (2019)
Tim-Oliver Buchholz, Mareike Jordan, Gaia Pigino, Florian Jug
Cryo-CARE: Content-Aware Image Restoration for Cryo-Transmission Electron Microscopy Data. CoRR (2018)
Cem Emre Akbas, Vladimír Ulman, Martin Maska, Florian Jug, Michal Kozubek
Automatic Fusion of Segmentation and Tracking Labels. ECCV Workshops (6) (2018)
Alexander Krull, Tim-Oliver Buchholz, Florian Jug
Noise2Void - Learning Denoising from Single Noisy Images. CoRR (2018)
Dmitrij Schlesinger, Florian Jug, Gene Myers, Carsten Rother, Dagmar Kainmueller
Crowd sourcing image segmentation with iaSTAPLE. ISBI (2017)
Dmitrij Schlesinger, Florian Jug, Gene Myers, Carsten Rother, Dagmar Kainmüller
Crowd Sourcing Image Segmentation with iaSTAPLE. CoRR (2017)
Martin Weigert, Loïc Royer, Florian Jug, Gene Myers
Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks. CoRR (2017)
Markus Rempfler, Jan-Hendrik Lange, Florian Jug, Corinna Blasse, Eugene W. Myers, Bjoern H. Menze, Bjoern Andres
Efficient Algorithms for Moral Lineage Tracing. ICCV (2017)
Martin Weigert, Loïc Royer, Florian Jug, Gene Myers
Isotropic Reconstruction of 3D Fluorescence Microscopy Images Using Convolutional Neural Networks. MICCAI (2) (2017)
Markus Rempfler, Jan-Hendrik Lange, Florian Jug, Corinna Blasse, Eugene W. Myers, Bjoern H. Menze, Bjoern Andres
Efficient Algorithms for Moral Lineage Tracing. CoRR (2017)
Richard Grunzke, Florian Jug, Bernd Schuller, René Jäkel, Gene Myers, Wolfgang E. Nagel
Seamless HPC Integration of Data-Intensive KNIME Workflows via UNICORE. Euro-Par Workshops (2016)
Florian Jug, Evgeny Levinkov, Corinna Blasse, Eugene W. Myers, Bjoern Andres
Moral Lineage Tracing. CVPR (2016)
Florian Jug, Evgeny Levinkov, Corinna Blasse, Eugene W. Myers, Bjoern Andres
Moral Lineage Tracing. CoRR (2015)
Florian Jug, Tobias Pietzsch, Dagmar Kainmüller, Jan Funke, Matthias Kaiser, Erik van Nimwegen, Carsten Rother, Gene Myers
Optimal Joint Segmentation and Tracking of Escherichia Coli in the Mother Machine. BAMBI (2014)
Dagmar Kainmueller, Florian Jug, Carsten Rother, Gene Myers
Active Graph Matching for Automatic Joint Segmentation and Annotation of C. elegans. MICCAI (1) (2014)
Florian Jug, Matthew Cook, Angelika Steger
Recurrent competitive networks can learn locally excitatory topologies. IJCNN (2012)
Matthew Cook, Florian Jug, Christoph Krautz
Neuronal Projections Can Be Sharpened by a Biologically Plausible Learning Mechanism. ICANN (1) (2011)
Matthew Cook, Luca Gugelmann, Florian Jug, Christoph Krautz, Angelika Steger
Interacting maps for fast visual interpretation. IJCNN (2011)
Matthew Cook, Florian Jug, Christoph Krautz, Angelika Steger
Unsupervised Learning of Relations. ICANN (1) (2010)
Tilman Seifert, Florian Jug, Günther Rackl
Automated Quality Assurance for UML Models. GI Jahrestagung (2) (2005)