Florian Jug
9 papers · 2016–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (16) π Keyword Champion (2)
π
Trend Setter
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Computer Vision
(7)
Machine Learning
(5)
Deep Learning
(4)
Analysis
(3)
Processing
(3)
Architectures
(2)
Core Methods
(2)
Domain-Specific
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Mathematics & Optimization
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
image denoising
(3)
variational autoencoder
(3)
cell tracking
(2)
unsupervised learning
(2)
instance segmentation
(2)
branch and bound
(1)
hierarchical representation
(1)
image decomposition
(1)
cell segmentation
(1)
convolutional neural network
(1)
fluorescence microscopy
(1)
noise model
(1)
integer linear program
(1)
optical character recognition
(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