Jaeyoung Yoo
5 papers · 2018–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Computer Vision
(5)
Machine Learning
(4)
Deep Learning
(3)
Analysis
(3)
Architectures
(2)
Core Methods
(2)
Processing
(2)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Probability
(1)
Keywords
bounding box
(2)
mixture model
(2)
image restoration
(1)
computer vision
(1)
density estimation
(1)
foreground extraction
(1)
object detection
(1)
attention mechanism
(1)
human pose estimation
(1)
image processing
(1)
convolutional neural network
(1)
frequency domain
(1)
cross-entropy loss
(1)
image matting
(1)
cross entropy
(1)
swin transformer
(1)
keypoint estimation
(1)
jpeg compression
(1)
end-to-end detection
(1)
transformer model
(1)
Papers
End-to-End Multi-Object Detection with a Regularized Mixture Model
ICML 2023
MDPose: real-time multi-person pose estimation via mixture density model
UAI 2023
MatteFormer: Transformer-Based Image Matting via Prior-Tokens
CVPR 2022
Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image
ICCV 2021
Image Restoration by Estimating Frequency Distribution of Local Patches
CVPR 2018