Jang-Hyun Kim
6 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (13)
π
Cross-Pollinator
(11)
π
Interdisciplinary Bridge
π₯
Unstoppable
(6)
Conferences
ICLR (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
label noise detection
(1)
adversarial robustness
(1)
offline reinforcement learning
(1)
optimal transport
(1)
feature embedding
(1)
graph structure
(1)
outlier detection
(1)
ensemble method
(1)
synthetic datum
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
data efficiency
(1)
mixup augmentation
(1)
data cleaning
(1)
dataset condensation
(1)
gradient matching
(1)
saliency information
(1)
relational graph
(1)
training data compression
(1)
clipped q-learning
(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
NIPS 2023
Dataset Condensation via Efficient Synthetic-Data Parameterization
ICML 2022
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble
NIPS 2021
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup
ICML 2020
Phase-Aware Speech Enhancement with Deep Complex U-Net
ICLR 2019