Matthias Hein
80 papers
· 2006–2025
· 11 conferences
· across top CS/AI conferences
Achievements
π§
Keyword Pioneer
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Conference Polyglot
(11)
πΊοΈ
Taxonomy Completionist
(28)
π£
Hot Topic Early Bird
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Cross-Pollinator
(14)
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Academic Marathon
(19)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Conference Loyalist
(27)
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Keyword Trendsetter Combo
(6)
π€
Dynamic Duo
(15)
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Triple Crown
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Keyword Champion
(6)
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Grand Slam
π¬
Deep Specialist
(16)
β
The Questioner
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Trend Setter
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Conference Pioneer
π₯
Unstoppable
(20)
β‘
Prolific Year
(5)
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Century Club
(80)
ποΈ
Keyword Collector
(101)
Conferences
NIPS (27)
ICML (22)
CVPR (10)
ICLR (5)
AISTATS (4)
ICCV (4)
ECCV (3)
JMLR (2)
AAAI (1)
MICCAI (1)
UAI (1)
Top co-authors
Keywords
adversarial robustness
(15)
spectral clustering
(9)
adversarial attack
(7)
out-of-distribution detection
(6)
graph laplacian
(6)
adversarial training
(6)
image classification
(6)
uncertainty quantification
(5)
neural network
(5)
adversarial example
(4)
image classifier
(3)
stochastic block model
(3)
bayesian neural network
(3)
semi-supervised learning
(3)
manifold learning
(3)
random walk
(3)
graph clustering
(3)
constrained optimization
(3)
combinatorial optimization
(3)
normalized cut
(3)
Papers
Weakly Supervised Object Boundaries
CVPR 2016
Top-k Multiclass SVM
NIPS 2015
Constrained 1-Spectral Clustering
AISTATS 2012
Manifold Denoising
NIPS 2006