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Heewon Kim

16 papers · 2018–2026 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+5 more ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (29)
🧬 Topic Evolution 🀝 Dynamic Duo (11) πŸ—ƒοΈ Keyword Collector (69) πŸ’Ž Century Club Β· Bronze πŸš€ Conference Pioneer

Venues

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

Top co-authors

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

Research topics

Deep Learning (10) Machine Learning (10) Computer Vision (8) Processing (8) Artificial Intelligence (4) Application Areas (4) Core Methods (4) Techniques (4) Core AI (3) Optimization & Theory (3) Domain-Specific (2) Learning Types (2) Models (2) Reinforcement Learning (1) Robotics (1)

Keywords

image restoration (5) few-shot learning (3) convolutional neural network (3) domain generalization (2) lens contamination (2) efficient computing (2) deep neural network (2) diffusion model (2) model compression (2) robotic manipulation (1) motion estimation (1) video generation (1) frame interpolation (1) data augmentation (1) neural network pruning (1) video frame interpolation (1) neural architecture search (1) hyperparameter optimization (1) metric learning (1) channel attention (1)

Papers

CLP: A Real-World Dataset of Contaminated Lens Protectors for Robust Semantic Segmentation CVPR 2026 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 Attentive Fine-Grained Structured Sparsity for Image Restoration CVPR 2022 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 Motion-Aware Dynamic Architecture for Efficient Frame Interpolation ICCV 2021 Searching for Controllable Image Restoration Networks ICCV 2021 Channel Attention Is All You Need for Video Frame Interpolation AAAI 2020 Meta-Learning with Adaptive Hyperparameters NeurIPS 2020 Task-Aware Image Downscaling ECCV 2018