Hoyoung Kim
7 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Unstoppable · Bronze
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Computer Vision
(3)
Analysis
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Core AI
(2)
Models
(2)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
acquisition function
(3)
active learning
(2)
semantic segmentation
(2)
large language model
(2)
variational inference
(1)
bayesian inference
(1)
belief propagation
(1)
data augmentation
(1)
synthetic data generation
(1)
partial label learning
(1)
multiple instance learning
(1)
label noise
(1)
crowdsourced labeling
(1)
diffusion model
(1)
foundation model
(1)
low-rank adaptation
(1)
annotation cost
(1)
pseudo label
(1)
edge deployment
(1)
attention module
(1)
Papers
ChimeraLoRA: Multi-Head LoRA-Guided Synthetic Datasets
CVPR 2026
Efficient Latent Semantic Clustering for Scaling Test-Time Computation of LLMs
EMNLP 2025
Active Label Correction for Semantic Segmentation with Foundation Models
ICML 2024
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers
NeurIPS 2024
Active Learning for Semantic Segmentation with Multi-class Label Query
NeurIPS 2023
Adaptive Superpixel for Active Learning in Semantic Segmentation
ICCV 2023
Robust Deep Learning from Crowds with Belief Propagation
AISTATS 2022