Martin Kleinsteuber
5 papers · 2013–2023 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§
Keyword Pioneer
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Computer Vision
(3)
Deep Learning
(2)
Analysis
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory
(2)
Processing
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Optimization
(1)
Keywords
sparse representation
(2)
dictionary learning
(2)
representation learning
(1)
link prediction
(1)
metric learning
(1)
graph clustering
(1)
image retrieval
(1)
self-supervised learning
(1)
image fusion
(1)
multimodal learning
(1)
depth estimation
(1)
image reconstruction
(1)
compositional learning
(1)
signal processing
(1)
redundancy reduction
(1)
unsupervised representation learning
(1)
inverse problem
(1)
node classification
(1)
deep metric learning
(1)
graph autoencoder
(1)
Papers
Barlow Graph Auto-Encoder for Unsupervised Network Embedding
AISTATS 2023
Compositional Learning of Image-Text Query for Image Retrieval
WACV 2021
Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations
CVPR 2016
A Joint Intensity and Depth Co-sparse Analysis Model for Depth Map Super-resolution
ICCV 2013
Separable Dictionary Learning
CVPR 2013