Ulrich Bauer
6 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (15) π Academic Marathon (10) π Renaissance Researcher (6) π Interdisciplinary Bridge
π
Conference Polyglot
(5)
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
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Trend Setter
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Conference Pioneer
Conferences
CVPR (2)
ICLR (1)
ICML (1)
MICCAI (1)
NIPS (1)
Top co-authors
Keywords
topological data analysis
(2)
kernel methods
(2)
persistent homology
(2)
persistence diagram
(2)
image segmentation
(2)
kernel pca
(1)
reproducing kernel hilbert space
(1)
support vector machine
(1)
topological feature
(1)
tubular structure
(1)
betti number
(1)
topology preservation
(1)
tubular structure segmentation
(1)
neural network
(1)
persistence barcode
(1)
topology-aware method
(1)
kernel svm
(1)
betti matching
(1)
morphological skeleton
(1)
wasserstein distance
(1)
Papers
Topograph: An Efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation
ICLR 2025
Topologically faithful multi-class segmentation in medical images
MICCAI 2024
Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes
ICML 2023
clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation
CVPR 2021
Statistical Topological Data Analysis - A Kernel Perspective
NIPS 2015
A Stable Multi-Scale Kernel for Topological Machine Learning
CVPR 2015