Hyunseo Koh
5 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Keywords
continual learning
(5)
online learning
(4)
feature learning
(1)
domain adaptation
(1)
knowledge distillation
(1)
label noise
(1)
episodic memory
(1)
robust learning
(1)
data stream
(1)
neural collapse
(1)
noisy label
(1)
replay memory
(1)
representation space
(1)
online continual learning
(1)
memory management
(1)
computational budget
(1)
anytime inference
(1)
class incremental
(1)
simplex equiangular tight frame
(1)
single-epoch training
(1)
Papers
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling
ICLR 2025
Learning Equi-angular Representations for Online Continual Learning
CVPR 2024
Online Boundary-Free Continual Learning by Scheduled Data Prior
ICLR 2023
Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries
CVPR 2022
Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference
ICLR 2022