Sejong Yoon
8 papers · 2012–2024 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Silver
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Topic Pioneer
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Conference Pioneer
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Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Computer Vision
(3)
Deep Learning
(3)
Analysis
(3)
Learning Types Β· Machine Learning
(3)
Architectures
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Core Methods
(2)
Domain-Specific
(2)
Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Robotics
(1)
Application Areas
(1)
Keywords
trajectory prediction
(2)
probabilistic modeling
(1)
human activity recognition
(1)
attention mechanism
(1)
distributed learning
(1)
structure from motion
(1)
conditional generation
(1)
human pose estimation
(1)
deep learning
(1)
fourier transform
(1)
probabilistic pca
(1)
multi-object tracking
(1)
probabilistic principal component analysis
(1)
group activity recognition
(1)
generative model
(1)
probabilistic model
(1)
deep neural network
(1)
variational autoencoder
(1)
synthetic data
(1)
probabilistic forecasting
(1)
Papers
Learning from Synthetic Human Group Activities
CVPR 2024
MSI: Maximize Support-Set Information for Few-Shot Segmentation
ICCV 2023
Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow Prediction
IJCAI 2022
HM: Hybrid Masking for Few-Shot Segmentation
ECCV 2022
MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction
CVPR 2022
Laying the Foundations of Deep Long-Term Crowd Flow Prediction
ECCV 2020
A Neural Network Approach for Birds of a Feather Solvability Prediction
AAAI 2019
Distributed Probabilistic Learning for Camera Networks with Missing Data
NeurIPS 2012