Jang-Hyun Kim
6 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(3)
Application Areas
(3)
Core Methods
(3)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Reinforcement Learning
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Processing
(1)
Keywords
label noise detection
(1)
adversarial robustness
(1)
offline reinforcement learning
(1)
optimal transport
(1)
feature embedding
(1)
graph structure
(1)
speech enhancement
(1)
outlier detection
(1)
ensemble method
(1)
memory efficiency
(1)
synthetic data
(1)
low-rank adaptation
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
data efficiency
(1)
inference optimization
(1)
mixup augmentation
(1)
data cleaning
(1)
key-value cache
(1)
dataset condensation
(1)
Papers
Compressed Context Memory for Online Language Model Interaction
ICLR 2024
Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data
NeurIPS 2023
Dataset Condensation via Efficient Synthetic-Data Parameterization
ICML 2022
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble
NeurIPS 2021
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup
ICML 2020
Phase-Aware Speech Enhancement with Deep Complex U-Net
ICLR 2019