Florian Jug
9 papers · 2016–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (8) π§ Keyword Pioneer π Conference Polyglot (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π
Keyword Champion
(2)
π₯
Unstoppable
(6)
Conferences
CVPR (2)
ICCV (2)
ICLR (2)
AISTATS (1)
ECCV (1)
MIDL (1)
Top co-authors
Keywords
cell tracking
(2)
semantic segmentation
(1)
image segmentation
(1)
embedding learning
(1)
self-supervised learning
(1)
instance segmentation
(1)
image denoising
(1)
branch and bound
(1)
image decomposition
(1)
cell segmentation
(1)
convolutional neural network
(1)
variational autoencoder
(1)
fluorescence microscopy
(1)
integer linear program
(1)
noise adaptation
(1)
microscopy imaging
(1)
blind denoising
(1)
hierarchical autoencoder
(1)
biomedical image analysis
(1)
primal-dual solver
(1)
Papers
denoiSplit: a method for joint microscopy image splitting and unsupervised denoising
ECCV 2024
uSplit: Image Decomposition for Fluorescence Microscopy
ICCV 2023
Interpretable Unsupervised Diversity Denoising and Artefact Removal
ICLR 2022
Embedding-based Instance Segmentation in Microscopy
MIDL 2021
Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders
ICLR 2021
A Primal-Dual Solver for Large-Scale Tracking-by-Assignment
AISTATS 2020
Noise2Void - Learning Denoising From Single Noisy Images
CVPR 2019
Efficient Algorithms for Moral Lineage Tracing
ICCV 2017
Moral Lineage Tracing
CVPR 2016