← Authors

Kyoung Mu Lee

82 papers · 2013–2025 · 7 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (6) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (96) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (12) 🏠 Conference Loyalist (20) 🌟 Keyword Trendsetter Combo (3) πŸ‘₯ Mega-Team (24) 🀝 Dynamic Duo (18) πŸ”¬ Deep Specialist (22) 🧬 Topic Evolution πŸ“ˆ Trend Setter ⚑ Prolific Year (10) πŸ’Ž Century Club (82) πŸ—ƒοΈ Keyword Collector (280) πŸ”₯ Unstoppable (13) πŸš€ Conference Pioneer

Conferences

CVPR (35) ICCV (20) ECCV (13) WACV (5) ICLR (4) NIPS (3) AAAI (2)

Top co-authors

Gyeongsik Moon (18) Sungyong Baik (11) Heewon Kim (11) Sanghyun Son (9) Junghun Oh (8) Tae Hyun Kim (7) Cheeun Hong (7) Myungsub Choi (7) Hyeongjin Nam (6) Joonkyu Park (6)

Keywords

image restoration (14) convolutional neural network (7) human pose estimation (6) 3d reconstruction (5) model compression (5) image deblurring (5) few-shot learning (4) hand pose estimation (4) energy minimization (4) self-supervised learning (4) 3d pose estimation (4) motion blur (4) optical flow (3) visual tracking (3) convex optimization (3) semantic segmentation (3) motion estimation (3) markov chain monte carlo (3) image super-resolution (3) kernel estimation (3)

Papers

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
Auto-Regressive Transformation for Image Alignment ICCV 2025
DeClotH: Decomposable 3D Cloth and Human Body Reconstruction from a Single Image CVPR 2025
OmniSplat: Taming Feed-Forward 3D Gaussian Splatting for Omnidirectional Images with Editable Capabilities CVPR 2025
SemanticDraw: Towards Real-Time Interactive Content Creation from Image Diffusion Models CVPR 2025
PARTE: Part-Guided Texturing for 3D Human Reconstruction from a Single Image ICCV 2025
Exploiting Diffusion Prior for Task-driven Image Restoration ICCV 2025
Joint Reconstruction of 3D Human and Object via Contact-Based Refinement Transformer CVPR 2024
CNC-Net: Self-Supervised Learning for CNC Machining Operations CVPR 2024
AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-Resolution CVPR 2024
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss CVPR 2024
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring NIPS 2024
ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings NIPS 2024
ICF-SRSR: Invertible Scale-Conditional Function for Self-Supervised Real-World Single Image Super-Resolution WACV 2024
3D Hand Sequence Recovery from Real Blurry Images and Event Stream ECCV 2024
CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning ECCV 2024
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks ECCV 2024
Recovering 3D Hand Mesh Sequence From a Single Blurry Image: A New Dataset and Temporal Unfolding CVPR 2023
MultiAct: Long-Term 3D Human Motion Generation from Multiple Action Labels AAAI 2023
ACL-SPC: Adaptive Closed-Loop System for Self-Supervised Point Cloud Completion CVPR 2023
Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction ICCV 2023
Content-Aware Local GAN for Photo-Realistic Super-Resolution ICCV 2023
Human Part-wise 3D Motion Context Learning for Sign Language Recognition ICCV 2023
ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images ICCV 2023
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation ICLR 2023
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
DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks WACV 2022
Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring ICLR 2022
Learning To Estimate Robust 3D Human Mesh From In-the-Wild Crowded Scenes CVPR 2022
CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution ECCV 2022
3D Clothed Human Reconstruction in the Wild ECCV 2022
AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network CVPR 2022
CVF-SID: Cyclic Multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise From Image CVPR 2022
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network CVPR 2022
Attentive Fine-Grained Structured Sparsity for Image Restoration CVPR 2022
Motion-Aware Dynamic Architecture for Efficient Frame Interpolation ICCV 2021
SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation CVPR 2021
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape From a Video CVPR 2021
DynaVSR: Dynamic Adaptive Blind Video Super-Resolution WACV 2021
Searching for Controllable Image Restoration Networks ICCV 2021
3DIAS: 3D Shape Reconstruction With Implicit Algebraic Surfaces ICCV 2021
Meta-Learning With Task-Adaptive Loss Function for Few-Shot Learning ICCV 2021
C2N: Practical Generative Noise Modeling for Real-World Denoising ICCV 2021
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image ECCV 2020
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose ECCV 2020
InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image ECCV 2020
Learning to Forget for Meta-Learning CVPR 2020
Scene-Adaptive Video Frame Interpolation via Meta-Learning CVPR 2020
Channel Attention Is All You Need for Video Frame Interpolation AAAI 2020
Meta-Learning with Adaptive Hyperparameters NIPS 2020
DeepHandMesh: A Weakly-supervised Deep Encoder-Decoder Framework for High-fidelity Hand Mesh Modeling ECCV 2020
Camera Distance-Aware Top-Down Approach for 3D Multi-Person Pose Estimation From a Single RGB Image ICCV 2019
Stochastic Class-Based Hard Example Mining for Deep Metric Learning CVPR 2019
Deep Meta Learning for Real-Time Target-Aware Visual Tracking ICCV 2019
Continual Learning by Asymmetric Loss Approximation With Single-Side Overestimation ICCV 2019
PoseFix: Model-Agnostic General Human Pose Refinement Network CVPR 2019
Recurrent Neural Networks With Intra-Frame Iterations for Video Deblurring CVPR 2019
Clustering Convolutional Kernels to Compress Deep Neural Networks ECCV 2018
SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation CVPR 2018
V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation From a Single Depth Map CVPR 2018
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals CVPR 2018
Task-Aware Image Downscaling ECCV 2018
Joint Blind Motion Deblurring and Depth Estimation of Light Field ECCV 2018
Part-Aligned Bilinear Representations for Person Re-Identification ECCV 2018
Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring CVPR 2017
Online Video Deblurring via Dynamic Temporal Blending Network ICCV 2017
Joint Estimation of Camera Pose, Depth, Deblurring, and Super-Resolution From a Blurred Image Sequence ICCV 2017
Deeply-Recursive Convolutional Network for Image Super-Resolution CVPR 2016
Accurate Image Super-Resolution Using Very Deep Convolutional Networks CVPR 2016
Generalized Video Deblurring for Dynamic Scenes CVPR 2015
MRF Optimization by Graph Approximation CVPR 2015
Discrete Tabu Search for Graph Matching ICCV 2015
Subgraph Matching Using Compactness Prior for Robust Feature Correspondence CVPR 2015
Scanline Sampler without Detailed Balance: An Efficient MCMC for MRF Optimization CVPR 2014
Segmentation-Free Dynamic Scene Deblurring CVPR 2014
Interval Tracker: Tracking by Interval Analysis CVPR 2014
Tensor-Based High-Order Semantic Relation Transfer for Semantic Scene Segmentation CVPR 2013
Minimum Uncertainty Gap for Robust Visual Tracking CVPR 2013
Optical Flow via Locally Adaptive Fusion of Complementary Data Costs ICCV 2013
Dynamic Scene Deblurring ICCV 2013