David M. Knigge
2 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
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Research topics
Deep Learning
(2)
Machine Learning
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
geometric deep learning
(1)
computational efficiency
(1)
physics-informed neural network
(1)
partial differential equation
(1)
lie group
(1)
latent space
(1)
equivariant architecture
(1)
parameter efficiency
(1)
geometric transformation
(1)
equivariant neural network
(1)
neural field
(1)
equivariance constraint
(1)
pde solving
(1)
symmetry preservation
(1)
latent space representation
(1)
group convolution
(1)
separable convolution
(1)
geometric inductive bia
(1)
pde forecasting
(1)