Alessandro Perina
6 papers · 2009–2017 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π±
Topic Pioneer
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
π
Trend Setter
π
Conference Pioneer
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Learning Types
(3)
Computer Vision
(2)
Analysis
(2)
Bayesian & Probabilistic
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Data Science & Analytics
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Keywords
bag of word
(2)
scene recognition
(2)
image classification
(2)
manifold learning
(1)
feature selection
(1)
sparse representation
(1)
scene understanding
(1)
topic modeling
(1)
face recognition
(1)
egocentric vision
(1)
document representation
(1)
model uncertainty
(1)
pattern classification
(1)
document classification
(1)
image clustering
(1)
free energy
(1)
visual summary
(1)
scene clustering
(1)
image representation
(1)
text mining
(1)
Papers
Summarization and Classification of Wearable Camera Streams by Learning the Distributions Over Deep Features of Out-Of-Sample Image Sequences
ICCV 2017
Sparse Representation Classification With Manifold Constraints Transfer
CVPR 2015
Capturing Layers in Image Collections with Componential Models: From the Layered Epitome to the Componential Counting Grid
CVPR 2013
Documents as multiple overlapping windows into grids of counts
NeurIPS 2013
Structural epitome: a way to summarize oneβs visual experience
NeurIPS 2010
Free energy score space
NeurIPS 2009