Jinyang Yuan
4 papers · 2019–2022 · 2 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
(12)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Deep Learning
(4)
Models
(4)
Machine Learning
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Analysis
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Bayesian & Probabilistic
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core Methods
(1)
Optimization & Theory
(1)
Keywords
deep generative model
(2)
scene understanding
(2)
neural network
(2)
unsupervised learning
(2)
compositional learning
(1)
object discovery
(1)
object segmentation
(1)
viewpoint invariance
(1)
generative model
(1)
latent representation
(1)
compositional representation
(1)
disentangled representation
(1)
knowledge acquisition
(1)
object occlusion
(1)
perceptual grouping
(1)
visual scene understanding
(1)
learnable prior
(1)
generative replay
(1)
latent variable inference
(1)
compositional scene
(1)
Papers
Unsupervised Learning of Compositional Scene Representations from Multiple Unspecified Viewpoints
AAAI 2022
Knowledge-Guided Object Discovery with Acquired Deep Impressions
AAAI 2021
Generative Modeling of Infinite Occluded Objects for Compositional Scene Representation
ICML 2019
Spatial Mixture Models with Learnable Deep Priors for Perceptual Grouping
AAAI 2019