JaeWoong Shin
5 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Learning Paradigms · Artificial Intelligence
(4)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Learning Paradigms · Machine Learning
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Keywords
multi-task learning
(2)
transfer learning
(2)
few-shot learning
(1)
online learning
(1)
hyperparameter optimization
(1)
object detection
(1)
knowledge distillation
(1)
neural architecture
(1)
gradient descent
(1)
cell detection
(1)
sparse attention
(1)
whole slide image
(1)
generalization performance
(1)
deformable attention
(1)
gradient-based meta-learning
(1)
computational pathology
(1)
heterogeneous task
(1)
encoder decoder
(1)
initialization parameter
(1)
transferable regularizer
(1)
Papers
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology
CVPR 2023
Online Hyperparameter Meta-Learning with Hypergradient Distillation
ICLR 2022
Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity
ICLR 2022
Large-Scale Meta-Learning with Continual Trajectory Shifting
ICML 2021
MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures
NeurIPS 2020