Heewon Kim
15 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (6) π Conference Polyglot (7) π Academic Marathon (8) πΊοΈ Taxonomy Completionist (28)
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Conference Polyglot
(7)
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Academic Marathon
(8)
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Renaissance Researcher
(6)
π€
Dynamic Duo
(11)
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Conference Pioneer
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Century Club
(15)
ποΈ
Keyword Collector
(62)
Conferences
WACV (4)
ICCV (3)
AAAI (2)
CVPR (2)
ECCV (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
image restoration
(4)
few-shot learning
(3)
deep neural network
(2)
convolutional neural network
(2)
model compression
(2)
efficient computing
(2)
diffusion model
(2)
domain generalization
(1)
robotic manipulation
(1)
neural network pruning
(1)
motion estimation
(1)
frame interpolation
(1)
data augmentation
(1)
batch normalization
(1)
video generation
(1)
embodied ai
(1)
video frame interpolation
(1)
fine-grained classification
(1)
neural architecture search
(1)
channel attention
(1)
Papers
HiGlassRM: Learning to Remove High-prescription Glasses via Synthetic Dataset Generation
WACV 2026
MBTI: Metric-Based Textual Inversion for Fine-Grained Image Generation
WACV 2026
DynScene: Scalable Generation of Dynamic Robotic Manipulation Scenes for Embodied AI
CVPR 2025
SIDL: A Real-World Dataset for Restoring Smartphone Images with Dirty Lenses
AAAI 2025
NERDS: A General Framework to Train Camera Denoisers from Raw-RGB Noisy Image Pairs
ICLR 2023
Batch Normalization Tells You Which Filter Is Important
WACV 2022
CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution
ECCV 2022
DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks
WACV 2022
Attentive Fine-Grained Structured Sparsity for Image Restoration
CVPR 2022
Motion-Aware Dynamic Architecture for Efficient Frame Interpolation
ICCV 2021
Meta-Learning With Task-Adaptive Loss Function for Few-Shot Learning
ICCV 2021
Searching for Controllable Image Restoration Networks
ICCV 2021
Meta-Learning with Adaptive Hyperparameters
NIPS 2020
Channel Attention Is All You Need for Video Frame Interpolation
AAAI 2020
Task-Aware Image Downscaling
ECCV 2018