Wonho Bae
11 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(20)
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Century Club Β· Bronze
Top co-authors
Research topics
Keywords
active learning
(4)
context set
(2)
neural tangent kernel
(2)
meta learning
(2)
uncertainty sampling
(1)
semi-supervised learning
(1)
semantic segmentation
(1)
gaussian mixture
(1)
weakly supervised learning
(1)
kernel approximation
(1)
transfer learning
(1)
greedy optimization
(1)
acquisition function
(1)
image classifier
(1)
label budget
(1)
approximation theory
(1)
feature enhancement
(1)
kernel herding
(1)
few-shot learning
(1)
image classification
(1)
Papers
Uncertainty Herding: One Active Learning Method for All Label Budgets
ICLR 2025
Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling
ECCV 2024
Generalized Coverage for More Robust Low-Budget Active Learning
ECCV 2024
A Fast, Well-Founded Approximation to the Empirical Neural Tangent Kernel
ICML 2023
How to prepare your task head for finetuning
ICLR 2023
Meta Temporal Point Processes
ICLR 2023
Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels
NeurIPS 2022
Object Discovery via Contrastive Learning for Weakly Supervised Object Detection
ECCV 2022
One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model
IJCAI 2022
Rethinking Class Activation Mapping for Weakly Supervised Object Localization
ECCV 2020
Better to Follow, Follow to Be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection
ICCV 2019