Do-Yeon Kim
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
Venues
Top co-authors
Research topics
Keywords
few-shot learning
(3)
federated learning
(2)
entropy minimization
(1)
feature extraction
(1)
test-time adaptation
(1)
incremental learning
(1)
class-incremental learning
(1)
communication efficiency
(1)
weight space
(1)
parameter space
(1)
domain shift
(1)
online adaptation
(1)
orthogonal transformation
(1)
model initialization
(1)
gradient sparsification
(1)
task-adaptive representation
(1)
energy alignment
(1)
compressibility
(1)
alternative space
(1)
near-zero elements
(1)
Papers
Adaptive Energy Alignment for Accelerating Test-Time Adaptation
ICLR 2025
Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning
ICML 2024
Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning
ICLR 2023
Few-Round Learning for Federated Learning
NeurIPS 2021
XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning
ICML 2020