Dongheon Lee
5 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
INTERSPEECH (2)
CVPR (1)
ICCV (1)
WACV (1)
Top co-authors
Keywords
model compression
(1)
representation learning
(1)
vision transformer
(1)
few-shot learning
(1)
domain generalization
(1)
model adaptation
(1)
efficient computing
(1)
image super-resolution
(1)
singular value decomposition
(1)
convolutional neural network
(1)
parameter-efficient fine-tuning
(1)
short-time fourier transform
(1)
domain shift
(1)
window attention
(1)
noise adaptation
(1)
real-time speech enhancement
(1)
spatial feature
(1)
self-attention emulation
(1)
multichannel speech enhancement
(1)
prototype perturbation
(1)
Papers
NAPP: Noise-Adaptive Prototype Perturbation for Few-Shot Learning
WACV 2026
SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning
CVPR 2025
Emulating Self-attention with Convolution for Efficient Image Super-Resolution
ICCV 2025
DeFTAN-AA: Array Geometry Agnostic Multichannel Speech Enhancement
INTERSPEECH 2024
DeFT-AN RT: Real-time Multichannel Speech Enhancement using Dense Frequency-Time Attentive Network and Non-overlapping Synthesis Window
INTERSPEECH 2023