Florian Jug

Associate Professor, Computational Biology Research Centre, Fondazione Human Technopole

Joined

February 2019

Names

Florian Jug

Emails

****@mpi-cbg.de (Confirmed)

****@fht.org (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Associate Professor

Computational Biology Research Centre, Fondazione Human Technopole (fht.org)

2020 – Present

Assistant Professor

Center for Systems Biology, Max-Planck Institute CBG (mpi-cbg.de)

2017 – 2021

Advisors, Relations & Conflicts

Postdoc Advisor

Gene Myers

2012 – 2017

PhD Advisor

Angelika Steger

2006 – 2012

Expertise

Image Restoration

Present

Bioimage Analysis

Present

AI/ML

Present

Computational Neuroscience

Present

Publications

MamaDino: A Hybrid Vision Model for Breast Cancer 3-Year Risk Prediction
Ruggiero Santeramo, Igor Zubarev, Florian Jug
- Submitted to MIDL 2026
- Readers: Everyone
$\epsilon$-Seg: Sparsely Supervised Semantic Segmentation of Microscopy Data
Sheida RahnamaiKordasiabi, Damian Dalle Nogare, Florian Jug
- NeurIPS 2025 poster
- Readers: Everyone
scSplit: Bringing Severity Cognizance to Image Decomposition in Fluorescence Microscopy
Ashesh, Florian Jug
- NeurIPS 2025 poster
- Readers: Everyone
Interpretable Unsupervised Diversity Denoising and Artefact Removal
Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Spotlight
- Readers: Everyone
Embedding-based Instance Segmentation in Microscopy
Manan Lalit, Pavel Tomancak, Florian Jug
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders
Mangal Prakash, Alexander Krull, Florian Jug
- Published: 12 Jan 2021, Last Modified: 05 May 2023
- ICLR 2021 Poster
- Readers: Everyone
Registration of multi-modal volumetric images of embryos by establishing correspondences between cells
Manan Lalit, Florian Jug, Pavel Tomancak
- Published: 08 Sept 2020, Last Modified: 05 May 2023
- BIC 2020 Oral
- Readers: Everyone
Improving Blind Spot Denoising for Diffraction-Limited Microscopy Data
Anna S. Goncharova, Alf Honigmann, Florian Jug, Alexander Krull
- Published: 08 Sept 2020, Last Modified: 05 May 2023
- BIC 2020 Oral
- Readers: Everyone
DenoiSeg: Joint Denoising and Segmentation
Tim-Oliver Buchholz, Mangal Prakash, Deborah Schmidt, Alexander Krull, Florian Jug
- Published: 08 Sept 2020, Last Modified: 30 Dec 2025
- BIC 2020 Oral
- Readers: Everyone

Florian Jug

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors