← Authors

Heewon Kim

15 papers · 2018–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (28) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (8) 🌈 Renaissance Researcher (6) 🀝 Dynamic Duo (11) πŸš€ Conference Pioneer πŸ’Ž Century Club (15) πŸ—ƒοΈ Keyword Collector (62)

Conferences

WACV (4) ICCV (3) AAAI (2) CVPR (2) ECCV (2) ICLR (1) NIPS (1)

Top co-authors

Kyoung Mu Lee (11) Sungyong Baik (6) Myungsub Choi (5) Cheeun Hong (4) Janghoon Choi (3) Junghun Oh (3) Seungjun Nah (2) Sungyong Park (2) Dohee Cho (1) Sooyoung Choi (1)

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