Alexander Becker
3 papers · 2022–2025 · 3 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
(16)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Machine Learning
(2)
Learning Types · Deep Learning
(2)
Analysis
(1)
Bayesian & Probabilistic
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
image restoration
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
monocular depth estimation
(1)
image reconstruction
(1)
deep learning
(1)
graph regularization
(1)
affinity graph
(1)
differentiable optimization
(1)
zero-shot generalization
(1)
model ensemble
(1)
latent diffusion model
(1)
probabilistic deep learning
(1)
feature-wise linear modulation
(1)
depth completion
(1)
sparse depth
(1)
monocular depth
(1)
edge potential
(1)
guided diffusion
(1)
guided super-resolution
(1)