Kyoung Mu Lee

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