Sungyong Baik
19 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(11)
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Topic Evolution
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Century Club Β· Bronze
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Keyword Collector
(83)
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Top co-authors
Research topics
Keywords
image restoration
(4)
few-shot learning
(3)
anomaly detection
(2)
image denoising
(2)
model-agnostic meta-learning
(2)
model compression
(2)
normalizing flow
(2)
neural network
(2)
semantic segmentation
(2)
hyperparameter optimization
(1)
density estimation
(1)
convex optimization
(1)
image segmentation
(1)
video frame interpolation
(1)
batch normalization
(1)
data augmentation
(1)
attention mechanism
(1)
graph laplacian
(1)
video synthesis
(1)
motion estimation
(1)
Papers
Anomaly as Non-Conformity via Training-Free Graph Laplacian Energy Minimization
CVPR 2026
Difficulty Diversity and Plausibility: Dynamic Data-Free Quantization
WACV 2025
Find A Winning Sign: Sign Is All We Need to Win the Lottery
ICLR 2025
Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning
ICLR 2025
SeeDiff: Off-the-Shelf Seeded Mask Generation from Diffusion Models
AAAI 2025
CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning
ECCV 2024
LAN: Learning to Adapt Noise for Image Denoising
CVPR 2024
sRGB Real Noise Modeling via Noise-Aware Sampling with Normalizing Flows
ICLR 2024
Learning Controllable Degradation for Real-World Super-Resolution via Constrained Flows
ICML 2023
SANFlow: Semantic-Aware Normalizing Flow for Anomaly Detection
NeurIPS 2023
Semantic-Aware Dynamic Parameter for Video Inpainting Transformer
ICCV 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
Meta-Learning With Task-Adaptive Loss Function for Few-Shot Learning
ICCV 2021
Searching for Controllable Image Restoration Networks
ICCV 2021
Learning to Forget for Meta-Learning
CVPR 2020
Meta-Learning with Adaptive Hyperparameters
NeurIPS 2020
Scene-Adaptive Video Frame Interpolation via Meta-Learning
CVPR 2020