← Authors

Tae Hyun Kim

23 papers · 2013–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (31) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution πŸ† Grand Slam πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (10) πŸ—ƒοΈ Keyword Collector (83) πŸš€ Conference Pioneer πŸ’Ž Century Club (22) ⚑ Prolific Year (5)

Conferences

CVPR (8) ICCV (7) ECCV (2) ICLR (2) AAAI (1) ICML (1) NIPS (1) WACV (1)

Top co-authors

Kyoung Mu Lee (7) Dongjin Kim (6) Sungyong Baik (6) Daehyun Kim (3) Muhammad Kashif Ali (3) Donggoo Jung (3) Jinsu Yoo (3) Jiwon Kim (2) Yunjeong Yang (2) Donghyeon Cho (2)

Keywords

image restoration (9) convex optimization (3) video restoration (3) energy minimization (3) image deblurring (3) motion blur (2) motion estimation (2) neural network (2) dynamic scene (2) optical flow (2) convolutional neural network (2) image denoising (2) dynamic scene deblurring (2) test-time adaptation (2) kernel estimation (2) latent space (2) self-supervised learning (1) video synthesis (1) anomaly detection (1) video frame interpolation (1)

Papers

Continuous Degradation Modeling via Latent Flow Matching for Real-World Super-Resolution AAAI 2026
Continuous Exposure Learning for Low-light Image Enhancement using Neural ODEs ICLR 2025
Exposure-slot: Exposure-centric Representations Learning with Slot-in-Slot Attention for Region-aware Exposure Correction CVPR 2025
HazeFlow: Revisit Haze Physical Model as ODE and Non-Homogeneous Haze Generation for Real-World Dehazing ICCV 2025
IDF: Iterative Dynamic Filtering Networks for Generalizable Image Denoising ICCV 2025
Harnessing Meta-Learning for Improving Full-Frame Video Stabilization CVPR 2024
sRGB Real Noise Modeling via Noise-Aware Sampling with Normalizing Flows ICLR 2024
LAN: Learning to Adapt Noise for Image Denoising CVPR 2024
SANFlow: Semantic-Aware Normalizing Flow for Anomaly Detection NIPS 2023
Task Agnostic Restoration of Natural Video Dynamics ICCV 2023
Semantic-Aware Dynamic Parameter for Video Inpainting Transformer ICCV 2023
Learning Controllable Degradation for Real-World Super-Resolution via Constrained Flows ICML 2023
Enriched CNN-Transformer Feature Aggregation Networks for Super-Resolution WACV 2023
Restore From Restored: Video Restoration With Pseudo Clean Video CVPR 2021
Scene-Adaptive Video Frame Interpolation via Meta-Learning CVPR 2020
Fast Adaptation to Super-Resolution Networks via Meta-Learning ECCV 2020
Spatio-temporal Transformer Network for Video Restoration ECCV 2018
Online Video Deblurring via Dynamic Temporal Blending Network ICCV 2017
Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring CVPR 2017
Generalized Video Deblurring for Dynamic Scenes CVPR 2015
Segmentation-Free Dynamic Scene Deblurring CVPR 2014
Optical Flow via Locally Adaptive Fusion of Complementary Data Costs ICCV 2013
Dynamic Scene Deblurring ICCV 2013