Steffen Wolf
8 papers · 2017–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
instance segmentation
(2)
unsupervised learning
(2)
embedding learning
(1)
self-supervised learning
(1)
hierarchical clustering
(1)
markov decision process
(1)
dynamic programming
(1)
column generation
(1)
calcium imaging
(1)
agglomerative clustering
(1)
data association
(1)
cell segmentation
(1)
variational autoencoder
(1)
intrinsic reward
(1)
discrete latent variable
(1)
signed graph
(1)
multi-target tracking
(1)
microscopy image
(1)
motif detection
(1)
pedestrian tracking
(1)
Papers
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images
ICCV 2023
GASP, a Generalized Framework for Agglomerative Clustering of Signed Graphs and Its Application to Instance Segmentation
CVPR 2022
Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed
ECCV 2020
Learning the Arrow of Time for Problems in Reinforcement Learning
ICLR 2020
LeMoNADe: Learned Motif and Neuronal Assembly Detection in calcium imaging videos
ICLR 2019
The Mutex Watershed: Efficient, Parameter-Free Image Partitioning
ECCV 2018
Learned Watershed: End-To-End Learning of Seeded Segmentation
ICCV 2017
Tracking Objects with Higher Order Interactions via Delayed Column Generation
AISTATS 2017