Catalin Ionescu
10 papers
· 2014–2025
· 5 conferences
· across top CS/AI conferences
Achievements
π§
Keyword Pioneer
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Cross-Pollinator
(15)
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Academic Marathon
(11)
πΊοΈ
Taxonomy Completionist
(20)
π£
Hot Topic Early Bird
π
Renaissance Researcher
(5)
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Interdisciplinary Bridge
π
Conference Polyglot
(5)
π±
Topic Pioneer
π§¬
Topic Evolution
π
Trend Setter
π
Century Club
(10)
Conferences
ICLR (3)
CVPR (2)
ICCV (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
neural network
(2)
representation learning
(2)
self-supervised learning
(2)
vision transformer
(1)
online learning
(1)
attention mechanism
(1)
depth estimation
(1)
future prediction
(1)
object tracking
(1)
random feature approximation
(1)
kernel approximation
(1)
normalized cut
(1)
structured output
(1)
short-term memory
(1)
3d human pose estimation
(1)
layer freezing
(1)
masked autoencoder
(1)
progressive training
(1)
sample-efficient learning
(1)
asymptotic convergence
(1)
Papers
Large-Scale Data-Dependent Kernel Approximation
AISTATS 2017