Kyoung Mu Lee
- Deep Multi-scale Convolutional Neural Network for Dynamic Scene\n Deblurring
2016/12/07 by Seungjun Nah, Tae Hyun Kim, Nah, Seungjun +3 · 75 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Advanced Vision and Imaging
- Grokfast: Accelerated Grokking by Amplifying Slow Gradients
2024/05/30 by Jaerin Lee, Bong Gyun Kang, Lee, Jaerin +5 · 2 voices · 8 citations
#cs.LG #cs.AI
- Accurate Image Super-Resolution Using Very Deep Convolutional Networks
2015/11/14 by Jiwon Kim, Jung Kwon Lee, Kim, Jiwon +3 · 51 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
- LucidDreamer: Domain-free Generation of 3D Gaussian Splatting Scenes
2023/11/22 by Jaeyoung Chung, Chung, Jaeyoung, Hyeongjin Nam +6 · 38 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose\n Estimation from a Single RGB Image
2020/08/21 by Gyeongsik Moon, Moon, Gyeongsik, Shoou-I Yu +7 · 15 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Stroke Rehabilitation and Recovery
- I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human\n Pose and Mesh Estimation from a Single RGB Image
2020/08/09 by Gyeongsik Moon, Kyoung Mu Lee, Moon, Gyeongsik +1 · 13 citations
Computer Science · Engineering · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Gait Recognition and Analysis
- AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network
2022/03/22 by Wooseok Lee, Sanghyun Son, Lee, Wooseok +3 · 13 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes
2021/04/15 by Hongsuk Choi, Choi, Hongsuk, Gyeongsik Moon +5 · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and\n Human Pose Estimation from a Single Depth Map
2017/11/20 by Gyeongsik Moon, Moon, Gyeongsik, Ju Yong Chang +3 · 5 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Robot Manipulation and Learning
- International AI Safety Report
2025/01/29 by Yoshua Bengio, Bengio, Yoshua, Sören Mindermann +180 · 17 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- NeuralAnnot: Neural Annotator for 3D Human Mesh Training Sets
2020/11/23 by Gyeongsik Moon, Hongsuk Choi, Moon, Gyeongsik +3 · 4 citations
Computer Science · Engineering · #Human Pose and Action Recognition #Advanced Neural Network Applications #3D Shape Modeling and Analysis
- Continual Learning by Asymmetric Loss Approximation with Single-Side\n Overestimation
2019/08/08 by Dongmin Park, Seok‐Il Hong, Park, Dongmin +5 · 3 citations
Computer Science · Earth and Planetary Sciences · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Seismic Imaging and Inversion Techniques
- CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution
2022/07/21 by Cheeun Hong, Sungyong Baik, Hong, Cheeun +7 · 4 citations
Computer Science · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Image Enhancement Techniques
- DeblurGS: Gaussian Splatting for Camera Motion Blur
2024/04/17 by Jeongtaek Oh, Jaeyoung Chung, Oh, Jeongtaek +5 · 6 citations
Computer Science · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Digital Media Forensic Detection
- MultiAct: Long-Term 3D Human Motion Generation from Multiple Action Labels
2022/12/12 by Taeryung Lee, Gyeongsik Moon, Lee, Taeryung +3 · 4 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
- DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks
2020/12/21 by Cheeun Hong, Hong, Cheeun, Heewon Kim +7 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation
2021/04/21 by Sanghyun Son, Son, Sanghyun, Kyoung Mu Lee +1 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- 3D Clothed Human Reconstruction in the Wild
2022/07/20 by Gyeongsik Moon, Moon, Gyeongsik, Hyeongjin Nam +5 · 3 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
- Meta-Learning with Adaptive Hyperparameters
2020/10/31 by Sungyong Baik, Baik, Sungyong, Myungsub Choi +7 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM
- Text2CAD: Text to 3D CAD Generation via Technical Drawings
2024/11/09 by Mohsen Yavartanoo, Yavartanoo, Mohsen, Sangmin Hong +5 · 4 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Image Processing and 3D Reconstruction #Mathematics, Computing, and Information Processing
- ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
2024/10/28 by Jaeyoung Chung, Lee, Suyoung, Junho Huh +4 · 3 citations
Computer Science · #Advanced Vision and Imaging #Medical Image Segmentation Techniques #Computer Graphics and Visualization Techniques
- Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring
2021/04/26 by Seungjun Nah, Sanghyun Son, Nah, Seungjun +5 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Image and Signal Denoising Methods
- NTIRE 2021 Challenge on Video Super-Resolution
2021/04/30 by Sanghyun Son, Son, Sanghyun, Seungjun Nah +6 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks
2023/07/25 by Cheeun Hong, Hong, Cheeun, Kyoung Mu Lee +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Fluorescence Microscopy Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
- Learning Dense Hand Contact Estimation from Imbalanced Data
2025/05/16 by Daniel Sungho Jung, Kyoung Mu Lee, Jung, Daniel Sungho +1 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Robot Manipulation and Learning
- Human Part-wise 3D Motion Context Learning for Sign Language Recognition
2023/08/18 by Taeryung Lee, Yeonguk Oh, Lee, Taeryung +3 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Hand Gesture Recognition Systems #Human Pose and Action Recognition
- RHOBIN Challenge: Reconstruction of Human Object Interaction
2024/01/07 by Xianghui Xie, Xie, Xianghui, Xi Wang +37 · 2 citations
Computer Science · #Human Pose and Action Recognition #Advanced Neural Network Applications #Multimodal Machine Learning Applications
- ACL-SPC: Adaptive Closed-Loop system for Self-Supervised Point Cloud Completion
2023/03/02 by Sangmin Hong, Hong, Sangmin, Mohsen Yavartanoo +5 · 1 citation
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.5.4 #Optical measurement and interference techniques
- MonoNHR: Monocular Neural Human Renderer
2022/10/02 by Hongsuk Choi, Gyeongsik Moon, Choi, Hongsuk +9 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- International AI Safety Report 2025: First Key Update: Capabilities and Risk Implications
2025/10/15 by Yoshua Bengio, Stephen Clare, Bengio, Yoshua +134 · 1 citation
Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- OmniSplat: Taming Feed-Forward 3D Gaussian Splatting for Omnidirectional Images with Editable Capabilities
2024/12/21 by Lee, Suyoung, Jaeyoung Chung, Chung, Jaeyoung +10 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis
- Noise-Free One-Step LoRA for Task-Driven Image Restoration with Diffusion Priors
2026/07/28 by Jaeha Kim, Kyoung Mu Lee
#cs.CV
- PrintAnything: Learning an Intermediate Representation for 3D printing G-code Generation
2026/07/30 by Sangmin Hong, Daniel Sungho Jung, Heewon Kim +1
Computer Science · #cs.CV