Jaeseok Byun
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Top co-authors
Research topics
Computer Vision
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
contrastive learning
(2)
multimodal learning
(2)
composed image retrieval
(2)
task discrepancy
(1)
image denoising
(1)
label smoothing
(1)
vision-language pre-training
(1)
text encoder
(1)
point cloud processing
(1)
image-text matching
(1)
false negative
(1)
image-text contrastive
(1)
semantic composition
(1)
hard negative
(1)
poisson-gaussian noise
(1)
large language model
(1)
neural network
(1)
blind denoising
(1)
noise parameter estimation
(1)
false negative handling
(1)
Papers
An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval
ICCV 2025
MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image Retrieval
ICCV 2025
MAFA: Managing False Negatives for Vision-Language Pre-training
CVPR 2024
GRIT-VLP: Grouped Mini-Batch Sampling for Efficient Vision and Language Pre-training
ECCV 2022
FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise
CVPR 2021