Steffen Wolf
8 papers · 2017–2023 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐ Conference Polyglot (5) ๐ Academic Marathon (6) ๐ Cross-Pollinator (15) ๐งญ Keyword Pioneer
๐ฃ
Hot Topic Early Bird
๐
Conference Pioneer
Conferences
ECCV (2)
ICCV (2)
ICLR (2)
AISTATS (1)
CVPR (1)
Top co-authors
Keywords
instance segmentation
(2)
embedding learning
(1)
self-supervised learning
(1)
hierarchical clustering
(1)
dynamic programming
(1)
column generation
(1)
agglomerative clustering
(1)
data association
(1)
cell segmentation
(1)
signed graph
(1)
multi-target tracking
(1)
microscopy image
(1)
pedestrian tracking
(1)
object-centric embedding
(1)
cell instance segmentation
(1)
spatial offset
(1)
unsupervised learning
(1)
set packing
(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
Learning the Arrow of Time for Problems in Reinforcement Learning
ICLR 2020
Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed
ECCV 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