Matthew Loper
5 papers · 2012–2021 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
π
Trend Setter
Venues
Top co-authors
Research topics
Computer Vision
(3)
Machine Learning
(3)
Analysis
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Learning Types
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Architectures
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Clinical
(1)
Core AI Β· Artificial Intelligence
(1)
Core AI Β· Computer Vision
(1)
Generation
(1)
Keywords
pose estimation
(2)
bayesian nonparametrics
(1)
image generation
(1)
nonparametric bayesian
(1)
self-supervised learning
(1)
image translation
(1)
non-rigid registration
(1)
motion capture
(1)
shape matching
(1)
gibbs sampling
(1)
chinese restaurant process
(1)
motion segmentation
(1)
gibbs sampler
(1)
3d object segmentation
(1)
part discovery
(1)
motion-based segmentation
(1)
3d object parts
(1)
shape estimation
(1)
3d segmentation
(1)
surface normal
(1)
Papers
Learning Realistic Human Reposing Using Cyclic Self-Supervision With 3D Shape, Pose, and Appearance Consistency
ICCV 2021
FACSIMILE: Fast and Accurate Scans From an Image in Less Than a Second
ICCV 2019
Detailed Full-Body Reconstructions of Moving People From Monocular RGB-D Sequences
ICCV 2015
FAUST: Dataset and Evaluation for 3D Mesh Registration
CVPR 2014
From Deformations to Parts: Motion-based Segmentation of 3D Objects
NeurIPS 2012