Lin Gao (original) (raw)
Research
## To Appear
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VD-NeRF: Visibility-aware Decoupled Neural Radiance Fields for View-Consistent Editing and High-Frequency Relighting Tong Wu, Jia-Mu Sun, Yu-Kun Lai, Lin Gao IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) |
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Towards High-Quality and Disentangled Face Editing in a 3D GAN Kaiwen Jiang , Shu-Yu Chen , Feng-Lin Liu , Hongbo Fu, Lin Gao IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) |
## 2024
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Recent Advances in 3D Gaussian Splatting Tong Wu, Yu-Jie Yuan, Ling-Xiao Zhang, Jie Yang, Yan-Pei Cao, Ling-Qi Yan, Lin Gao Computational Visual Media, 2024 Paper | Bibtex |
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Recent advances in implicit representation-based 3D shape generation Jia-Mu Sun, Tong Wu, Lin Gao Visual Intelligence, 2024 Paper |
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Real-time Large-scale Deformation of Gaussian Splatting Lin Gao, Jie Yang, Bo-Tao Zhang, Jia-Mu Sun, Yu-Jie Yuan, Hongbo Fu, Yu-Kun Lai ACM Transactions on Graphics (SIGGRAPH Asia 2024), 2024, 43 (6) Project | Video |
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NU-NeRF: Neural Reconstruction of Nested Transparent Objects with Uncontrolled Capture Environment Jia-Mu Sun, Tong Wu, Ling-Qi Yan, Lin Gao ACM Transactions on Graphics (SIGGRAPH Asia 2024), 2024, 43 (6) Project |
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DreamUDF: Generating Unsigned Distance Fields from A Single Image Yu-Tao Liu, Xuan Gao, Weikai Chen, Jie Yang, Xiaoxu Meng, Bo Yang, Lin Gao ACM Transactions on Graphics (SIGGRAPH Asia 2024), 2024, 43 (6) Project | Video |
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SketchDream: Sketch-based Text-to-3D Generation and Editing Feng-Lin Liu, Hongbo Fu, Yu-Kun Lai, Lin Gao ACM Transactions on Graphics (ACM SIGGRAPH 2024), 2024, 43 (4) Project |
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HAISOR: Human-Aware Indoor Scene Optimization via Deep Reinforcement Learning Jia-Mu Sun, Jie Yang, Kaichun Mo, Yu-Kun Lai, Leonidas J. Guibas, Lin Gao ACM Transactions on Graphics(Presented at SIGGRAPH 2024) Project | Video |
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DeferredGS: Decoupled and Editable Gaussian Splatting with Deferred Shading Tong Wu, Jia-Mu Sun, Yu-Kun Lai, Yuewen ma, Leif Kobbelt, Lin Gao arxiv:2404.09412 Paper |
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NeRF-Texture: Synthesizing Neural Radiance Field Textures Yihua Huang, Yan-Pei Cao, Yu-Kun Lai, Ying Shan, Lin Gao IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) (Extended version of SIGGRAPH 2023) |
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NeUDF: Learning Neural Unsigned Distance Fields with Volume Rendering Yu-Tao Liu, Li Wang, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Lin Gao IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) (Extended version of CVPR 2023) |
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Real-time 3D-aware Portrait Video Relighting Ziqi Cai, Kaiwen Jiang, Shu-Yu Chen, Yu-Kun Lai, Hongbo Fu, Boxin Shi, Lin Gao IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024 Project |
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Unsigned Orthogonal Distance Fields: An Accurate Neural Implicit Representation for Diverse 3D Shapes Yujie Lu, Long Wan, Nayu Ding, Yulong Wang, Shuhan Shen, Shen Cai, Lin Gao IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024 |
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DMiT: Deformable Mipmapped Tri-Plane Representation for Dynamic Scenes Jing-Wen Yang, Jia-Mu Sun, Yongliang Yang, Jie Yang, Ying Shan, Yan-Pei Cao, Lin Gao* European Conference on Computer Vision (ECCV), 2024 |
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HSDF: Hybrid Sign and Distance Field for Nueral Representation of Surfaces with Arbitrary Topologies Li Wang, Yu-Tao Liu, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Jintao Li, Lin Gao* IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2024 |
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Retargeting Visual Data with Deformation Fields Tim Elsner, Julia Berger, Tong Wu, Victor Czech, Lin Gao, Leif Kobbelt European Conference on Computer Vision (ECCV), 2024 |
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MuNeRF: Robust Makeup Transfer in Neural Radiance Fields Yu-Jie Yuan#, Xinyang Han#, Yue He, Fang-Lue Zhang, Lin Gao IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG) (Present at CVM 2024), To Appear |
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Multi-Level Patch Transformer for Style Transfer with Single Reference Image Yue He#, Lan Chen#, Yu-Jie Yuan, Shu-Yu Chen, Lin Gao The 12th international conference on Computational Visual Media (CVM 2024) |
## 2023年
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SketchFaceNeRF: Sketch-based Facial Generation and Editing in Neural Radiance Fields Lin Gao, Feng-Lin Liu, Shu-Yu Chen, Kaiwen Jiang, Chunpeng Li, Yu-Kun Lai, Hongbo Fu ACM Transactions on Graphics (ACM SIGGRAPH 2023), 2023 Paper | Project | Video (YouTube Bilibili) | Online System |
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DE-NeRF: DEcoupled Neural Radiance Fields for View-Consistent Appearance Editing and High-Frequency Environmental Relighting Tong Wu, Jia-Mu Sun, Yu-Kun Lai, Lin Gao ACM SIGGRAPH 2023 Paper | Project | YouTube Bilibili) | |
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NeRF-Texture: Texture Synthesis with Neural Radiance Fields Yi-Hua Huang, Yan-Pei Cao, Yu-Kun Lai, Ying Shan, Lin Gao ACM SIGGRAPH 2023 Paper | Project | Video (YouTube Bilibili) | |
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NeRFFaceLighting: Implicit and Disentangled Face Lighting Representation Leveraging Generative Prior in Neural Radiance Fields Kaiwen Jiang, Shu-Yu Chen, Hongbo Fu, Lin Gao ACM Transactions on Graphics, 2023 Paper | Project | Video (YouTube Bilibili) | |
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SOL-NeRF: Sunlight Modeling for Outdoor Scene Decomposition and Relighting Jia-Mu Sun,Tong Wu, Yong-Liang Yang,Yu-Kun Lai, Lin Gao ACM SIGGRAPH Asia, 2023 Paper | Project | Video | |
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SceneHGN: Hierarchical Graph Networks for 3D Indoor Scene Generation with Fine-Grained Geometry Lin Gao, Jia-Mu Sun, Kaichun Mo, Yu-Kun Lai, Leonidas J. Guibas, Jie Yang IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023 Paper | Video (YouTube Bilibili) | ||
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Interactive NeRF Geometry Editing with Shape Priors Yu-Jie Yuan, Yang-Tian Sun, Yu-Kun Lai, Yuewen Ma, Rongfei Jia, Leif Kobbelt, Lin Gao IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023 | ||
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NeuralSlice: Neural 3D Triangle Mesh Reconstruction via Slicing 4D Tetrahedral Meshes Chenbo Jiang, Jie Yang, Shwai He, Yu-Kun Lai, Lin Gao International Conference on Machine Learning (ICML), 2023 | ||
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ARTist: A Fully Fused Accelerator for Real-Time Learning of Neural Scene Representation Xinkai Song, Yuanbo Wen, Xing Hu, Tianbo Liu, Haoxuan Zhou, Husheng Han, Tian Zhi, Zidong Du, Wei Li, Rui Zhang, Chen Zhang, Lin Gao, Qi Guo, Tianshi Chen IEEE/ACM International Symposium on Microarchitecture (MICRO), 2023 | ||
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Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance Fields Wenbo Hu, Yuling Wang, Lin Ma, Bangbang Yang, Lin Gao, Xiao Liu, Yuewen Ma International Conference on Computer Vision (ICCV), 2023 (Best Paper Finalist) | ||
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E3Sym: Leveraging E(3) Invariance for Unsupervised 3D Planar Reflective Symmetry Detection Ren-Wu Li, Ling-Xiao Zhang, Chunpeng Li, Yu-Kun Lai, Lin Gao International Conference on Computer Vision (ICCV), 2023 | ||
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Text2Face: Text-based Face Generation with Geometry and Appearance Control Zhaoyang Zhang, Junliang Chen, Hongbo Fu, Jianjun Zhao, Shu-Yu Chen, Lin Gao International Conference on Computational Visual Media 2023 (Recommended to IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG)) Paper | Video (YouTube Bilibili) | ||
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NeUDF: Leaning Neural Unsigned Distance Fields with Volume Rendering Yu-Tao Liu, Li Wang, Jie yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Lin Gao IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023, Accepted Paper | ||
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GLIM-Net: Chronic Glaucoma Forecast Transformer for Irregularly Sampled Sequential Fundus Images Xiaoyan Hu#, Ling-Xiao Zhang#, Lin Gao, Weiwei Dai, Xiaoguang Han, Yu-Kun Lai, Yiqiang Chen IEEE Transactions on Medical Imaging (IEEE TMI), To Apprear Paper | ||
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DeepFaceReshaping: Interactive Deep Face Reshaping via Landmark Manipulation Shu-Yu Chen, Yue-Ren Jiang, Hongbo Fu, Xinyang Han, Zitao Liu, Rong Li, Lin Gao International Conference on Computational Visual Media 2023 (Recommended to Computational Visual Media Journal) Paper | Video (YouTube Bilibili) | ||
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Identity-aware and Shape-aware Propagation of Face Editing in Videos Yue-Ren Jiang#, Shu-Yu Chen#, Hongbo Fu, Lin Gao IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear Paper | Project | Paper | |
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Keyframe Control of Music-driven 3D Dance Generation Zhipeng Yang#, Yu-Hui Wen#, Shu-Yu Chen, Xiao Liu, Yuan Gao, Yong-Jin Liu, Lin Gao, Hongbo Fu IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear Paper | Video (YouTube Bilibili) | ||
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LC-NeRF: Local Controllable Face Generation in Neural Radiance Field Wen-Yang Zhou, Lu Yuan, Shu-Yu Chen, Lin Gao, Shi-Min Hu IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear | ||
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SAC-GAN: Structure-Aware Image Composition Hang Zhou, Rui Ma, Ling-Xiao Zhang, Lin Gao, Ali Mahdavi-Amiri, Richard Zhang IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear Paper | ||
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Deep Deformation Detail Synthesis for Thin Shell Models Lan Chen, Lin Gao, Jie Yang, Shibiao Xu, Juntao Ye, Xiaopeng Zhang, Yu-Kun Lai Computer Graphics Forum (Eurographics Symposium on Geometry Processing 2023), 2023, 42(5), e14903:1-13 | ||
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IMPLICITPCA: Implicitly-Proxied Parametric Encoding for Collision-Aware Garment Reconstruction Lan Chen, Jie Yang, Hongbo Fu, Xiaoxu Meng, Weikai Chen, Bo Yang, Lin Gao International Conference on Computational Visual Media 2023 (Recommended to Graphical Models) | ||
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High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware Upsampling Ren-Wu Li, Bo Wang, Lin Gao, Ling-Xiao Zhang, Chun-Peng Li Graphical Models, To Appear Paper |
## 2022
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DeepFaceVideoEditing: Sketch-based Deep Editing of Face Videos Feng-Lin Liu, Shu-Yu Chen, Yu-Kun Lai, Chun-Peng Li, Yue-Ren Jiang, Hongbo Fu, Lin Gao ACM Transactions on Graphics (ACM SIGGRAPH 2022), 2022, 41(4), 167:1-167:16 Paper | Project | Video (YouTube Bilibili) | Bibtex |
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DSG-Net: Learning Disentangled Structure and Geometry for 3D Shape Generation Jie Yang#, Kaichun Mo#, Yu-Kun Lai, Leonidas J. Guibas, Lin Gao ACM Transactions on Graphics (Present at ACM SIGGRAPH 2022), 2022 Paper | Project | Video (YouTube Bilibili) | Bibtex |
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NeRFFaceEditing: Disentangled Face Editing in Neural Radiance Fields Kaiwen Jiang, Shu-Yu Chen, Feng-Lin Liu, Hongbo Fu, Lin Gao Proceedings of ACM SIGGRAPH Asia 2022 Paper | Project | Video (YouTube Bilibili) | |
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RGBDNeRF: Neural Radiance Fields from Sparse RGB-D Images for High-Quality View Synthesis Yu-Jie Yuan, Yu-Kun Lai, Yi-Hua Huang, Leif Kobbelt, Lin Gao IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022 Paper | Project | Video (YouTube Bilibili) | Bibtex |
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Human Motion Transfer with 3D Constraints and Detail Enhancement Yang-Tian Sun, Qian-Cheng Fu, Yue-Ren Jiang, Zitao Liu, Yu-Kun Lai, Hongbo Fu, Lin Gao IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022 Paper | Video (YouTube Bilibili) | Bibtex | |
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Robust Pose Transfer with Dynamic Details using Neural Video Rendering Yang-Tian Sun, Hao-Zhi Huang, Xuan Wang, Yu-Kun Lai, Wei Liu, Lin Gao IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022 Paper | Video (YouTube Bilibili) | Bibtex | |
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Motif-GCNs with Local and Non-Local Temporal Blocks for Skeleton-based Action Recognition Yu-Hui Wen, Lin Gao, Hongbo Fu, Fang-Lue Zhang, Shihong Xia, Yong-Jin Liu IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022 Paper | Bibtex | ||
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HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies Li Wang, Jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Jintao Li, Lin Gao The Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS), 2022 Paper | ||
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NeRF-Editing: Geometry Editing of Neural Radiance Fields Yu-Jie Yuan#, Yang-Tian Sun#, Yu-Kun Lai, Yuewen Ma, Rongfei Jia, Lin Gao IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 Paper | Project | ||
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StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning Yi-Hua Huang, Yue He, Yu-Jie Yuan, Yu-Kun Lai, Lin Gao IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 Paper | Project | ||
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Sci-tech arts on Chang'e-5 lunar soil Wei Yang, Yi Wang, Lin Gao, Di Zhang, Jie Yang, Zhijie Qiu The Innovation, 2022, 3(5), 100300 Paper | ||
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DrawingInStyles: Portrait Image Generation and Editing with Spatially Conditioned StyleGAN Wanchao Su, Hui Ye, Shu-Yu Chen, Lin Gao, Hongbo Fu IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2022 Paper | ||
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Learning-based Real-time Detection of Intrinsic Reflectional Symmetry Yi-Ling Qiao, Lin Gao, Shu-Zhi Liu, Ligang Liu, Yu-Kun Lai, Xilin Chen IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG)(Presented at CVM 2022), 2022 Paper | ||
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Learning on 3D Meshes with Laplacian Encoding and Pooling Yi-Ling Qiao, Lin Gao, Jie Yang, Paul L. Rosin, Yu-Kun Lai, Xilin Chen IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 28(2), 1317-1327 Paper | Code | Bibtex | |
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Active Colorization for Cartoon Line Drawings Shu-Yu Chen, Jia-Qi Zhang, Lin Gao, Yue He, Shihong Xia, Min Shi, Fang-Lue Zhang IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 28(2), 1198-1208 Paper | [Video](../video/Active colorization for Cartoon Line Drawings.mp4) (YouTube Bilibili) | Bibtex | |
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Synthesizing Mesh Deformation Sequences with Bidirectional LSTM Yi-Ling Qiao, Yu-Kun Lai, Hongbo Fu, Lin Gao IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2022, 28(4), 1906-1916 Paper | [Video](../video/Synthesizing Mesh Deformation Sequences with Bidirectional LSTM.mp4) (YouTube Bilibili) | ||
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Reference-based Deep Line Art Video Colorization Min Shi, Jia-Qi Zhang, Shu-Yu Chen, Lin Gao, Yu-Kun Lai, Fang-Lue Zhang IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear, 2022 Paper | Video (YouTube Bilibili) | Bibtex | |
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Generating Diverse Clothed 3D Human Animations via a Generative Model Min Shi, Wenke Feng, Lin Gao, Dengming Zhu Computational Visual Media, 2022 | ||
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3D Face Reconstruction and Gaze Tracking in the HMD for Virtual Interaction Shu-Yu Chen, Yu-Kun Lai, Shihong Xia, Paul L. Rosin, Lin Gao IEEE Transactions on Multimedia, To Appear, 2022 Paper | ||
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Viewpoint Alignment and Discriminative Parts Enhancement in 3D Space for Vehicle ReID Dechao Meng, Liang Li, Xuejing Liu, Lin Gao, Qingming Huang IEEE Transactions on Multimedia, 2022 Paper | ||
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A review of image and video colorization: From analogies to deep learning Shu-Yu Chen, Jia-Qi Zhang, You-You Zhao, Paul L. Rosin, Yu-Kun Lai, Lin Gao Visual Informatics, To Appear, 2022 Paper |
## 2021
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TM-NET: Deep Generative Networks for Textured Meshes Lin Gao, Tong Wu, Yu-Jie Yuan, Ming-Xian Lin, Yu-Kun Lai, Hao Zhang ACM Transactions on Graphics (ACM SIGGRAPH Asia 2021), 2021, 40 (6), 263:1-263:15 Paper | Project | Video (YouTube Bilibili) | Bibtex | |
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DeepFaceEditing: Deep Face Generation and Editing with Disentangled Geometry and Appearance Control Shu-Yu Chen#, Feng-Lin Liu#, Yu-Kun Lai, Paul Rosin, Chun-Peng Li, Hongbo Fu, Lin Gao ACM Transactions on Graphics (ACM SIGGRAPH 2021), 2021, 40(4), 90:1-90:15 Paper | Project | Video | [Fast Forward](../DeepFaceEditing/video/Fast Forward - DeepFaceEditing.mp4) | Bibtex |
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Variational Autoencoders for Localized Mesh Deformation Component Analysis Qingyang Tan#, Ling-Xiao Zhang#, Jie Yang, Yu-Kun Lai, Lin Gao IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2021 Paper | |||
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Multiscale Mesh Deformation Component Analysis with Attention-based Autoencoders Jie Yang, Lin Gao, Qingyang Tan, Yi-Hua Huang, Shihong Xia, Yu-Kun Lai IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear, 2021 Paper | Bibtex | |||
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ACAP: Sparse Data Driven Mesh Deformation Lin Gao, Yu-Kun Lai, Jie Yang, Ling-Xiao Zhang, Shihong Xia, Leif Kobbelt IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 27(3), 2085-2100 Paper | Video (YouTube Bilibili) | Bibtex | ||
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PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models (Awarded the Replicability Stamp) Lin Gao, Ling-Xiao Zhang, Hsien-Yu Meng, Yi-Hui Ren, Yu-Kun Lai, Leif Kobbelt IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 27(6), 3007-3018 Paper | Project | Bibtex | ||
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OctField: Hierarchical Implicit Functions for 3D Modeling Jia-Heng Tang#, Weikai Chen#, Jie Yang, Bo Wang, Songrun Liu, Bo Yang, Lin Gao The Thirty-Fifth Annual Conference on Neural Information Processing Systems (NeurIPS), 2021 Paper | Project | BibTex | ||
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Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning Mingxian Lin, Jie Yang, He Wang, Yu-Kun Lai, Rongfei Jia , Binqiang Zhao, Lin Gao IEEE International Conference on Computer Vision (ICCV), 2021 Paper | |||
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3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics Huan Fu, Bowen Cai, Lin Gao, Ling-Xiao Zhang, Jiaming Wang, Cao Li, Qixun Zeng, Chengyue Sun, Rongfei Jia, Binqiang Zhao, Hao Zhang IEEE International Conference on Computer Vision (ICCV), 2021 Paper | |||
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3D-FUTURE: 3D FUrniture shape with TextURE Huan Fu, Rongfei Jia, Lin Gao, Mingming Gong, Binqiang Zhao, Steve Maybank, Dacheng Tao International Journal of Computer Vision (IJCV), 2021 Paper | |||
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Autoregressive Stylized Motion Synthesis with Generative Flow Yu-Hui Wen#, Zhipeng Yang#, Hongbo Fu, Lin Gao, Yanan Sun, Yong-Jin Liu IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 Paper | |||
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STD-Net: Structure-preserving and Topology-adaptive Deformation Network for Single-View 3D Reconstruction Aihua Mao, Canglan Dai, Jie Yang, Lin Gao, Ying He, Yong-jin Liu IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), To Appear, 2021. Paper | Bibtex | |||
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A Revisit of Shape Editing Techniques: from the Geometric to the Neural Viewpoint Yu-Jie Yuan, Yu-Kun Lai, Tong Wu, Lin Gao, Ligang Liu Journal of Computer Science and Technology, To Appear, 2021 Paper | Bibtex |
## 2020
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A Survey on Deep Geometry Learning: From a Representation Perspective Yun-Peng Xiao, Yu-Kun Lai, Fang-Lue Zhang, Chunpeng Li, Lin Gao Computational Visual Media, 2020, 6, 113-133 Paper | Bibtex |
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Realtime Simulation of Thin-Shell Deformable Materials using CNN-Based Mesh Embedding Qingyang Tan, Zherong Pan, Lin Gao, Dinesh Manocha IEEE Robotics and Automation Letters, 2020, 5(2), 2325-2332 Paper | Bibtex |
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Mesh Variational Autoencoders with Edge Contraction Pooling Yu-Jie Yuan, Yu-Kun Lai, Jie Yang, Qi Duan, Hongbo Fu, Lin Gao Learning 3D Generative Models, CVPR 2020 Workshop Paper | Bibtex |
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Automatic 3D Tooth Segmentation using Convolutional Neural Networks in Harmonic Parameter Space Jianda Zhang, Chunpeng Li, Qiang Song, Lin Gao, Yu-Kun Lai Graphical Models, 2020, 109 Paper | Bibtex |
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Fully Automatic Facial Deformation Transfer Shaojun Bian ,Anzong Zheng, Lin Gao, Greg Maguire, Willem Kokke, Jon Macey, Lihua You, Jian-Jun Zhang Symmetry, 2020, 12(1), 27 Paper | Bibtex |
## 2019
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Temporal Upsampling of Depth Maps Using a Hybrid Camera Mingze Yuan, Lin Gao, Hongbo Fu, Shihong Xia IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019, 25(3), 1591-1602 Paper | Bibtex | |
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VV-Net: Voxel VAE Net with Group Convolutions for Point Cloud Segmentation Hsien-Yu Meng, Lin Gao, Yu-Kun Lai, Dinesh Manocha International Conference in Computer Vision (ICCV), 2019 Paper | Bibtex | |
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Graph CNNs with Motif and Variable Temporal Block for Skeleton-based Action Recognition Yu-Hui Wen, Lin Gao, Hongbo Fu, Fang-Lue Zhang, Shihong Xia AAAI Conference on Artificial Intelligence, 2019, 8989-8996 Paper | Code | Bibtex |
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Data-Driven Weight Optimization for Real-Time Mesh Deformation Yu-jie Yuan, Yu-Kun Lai, Tong Wu, Shihong Xia, Lin Gao Graphical Models, 2019, 104 Paper | Bibtex |
2018
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VC-GAN (VAE CYCLE GAN): Automatic Unpaired Shape Deformation Transfer (Awarded the Replicability Stamp) Lin Gao, Jie Yang, Yi-Ling Qiao, Yu-Kun Lai, Paul Rosin, Weiwei Xu, Shihong Xia ACM Transactions on Graphics (ACM SIGGRAPH Asia 2018), 2018, 37(6), 237:1-237:15 Paper | Project | Code | [Video](../video/Automatic Unpaired Shape Deformation Transfer.mp4) (YouTube Bilibili) | Bibtex |
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MeshVAE: Variational Autoencoders for Deforming 3D Mesh Models Qingyang Tan, Lin Gao, Yu-Kun Lai, Shihong Xia IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, 5841-5850 Paper | Bibtex | |||
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SparseAE: Mesh-based Autoencoders for Localized Deformation Component Analysis Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia AAAI Conference on Artificial Intelligence (spotlight), 2018, 2452-2459 Paper | Code | Bibtex | ||
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SF-Net: Learning Scene Flow from RGB-D Images with CNNs Yi-Ling Qiao, Lin Gao, Yu-Kun Lai, Fang-Lue Zhang, Ming-Ze Yuan, Shihong Xia The British Machine Vision Conference (BMVC), 2018, 281 Paper | Bibtex | |||
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Real-time 3D Face Reconstruction and Gaze Tracking for Virtual Reality Shu-Yu Chen, Lin Gao, Yu-Kun Lai, Paul L. Rosin, Shihong Xia IEEE Conference on Virtual Reality (IEEE VR), 2018, 525-526 Paper | [Video](../video/Real-time 3D Face Reconstruction and Gaze Tracking for Virtual Reality.mp4) (YouTube Bilibili) | Bibtex | ||
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Bi-harmonic Deformation Transfer with Automatic Key Point Selection Jie Yang, Lin Gao, Yu-Kun Lai, Paul Rosin, Shihong Xia Graphical Models, 2018, 98, 1-13 Paper | Bibtex |
## 2017
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Data-Driven Shape Interpolation and Morphing Editing Lin Gao, Shu-Yu Chen, Yu-Kun Lai, Shihong Xia Computer Graphics Forum, 2017, 36(8), 19-31 Paper | [Video](../video/Data-Driven Shape%5FInter-ME.mp4) (YouTube Bilibili) | Bibtex |
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Rigidity Controllable As-Rigid-As-Possible Shape Deformation Shu-Yu Chen, Lin Gao, Yu-Kun Lai, Shihong Xia Graphical Models, 2017, 91, 13-27 Paper | Bibtex | |
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A Survey on Human Performance Capture and Animation Shihong Xia, Lin Gao, Yu-Kun Lai, Ming-Ze Yuan, Jinxiang Chai Journal of Computer Science and Technology, 2017, 32(3), 536-554 Paper | Bibtex |
## Before 2017
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RIMD: Efficient and Flexible Deformation Representation for Data-Driven Surface Modeling Lin Gao, Yu-Kun Lai, Dun Liang, Shu-Yu Chen, Shihong Xia ACM Transactions on Graphics (Presented at ACM SIGGRAPH 2016), 2016, 35(5), 158:1-158:17 Paper | Video (YouTube Bilibili) | Cover | Bibtex |
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Active Exploration of Large 3D Model Repositories Lin Gao, Yan-Pei Cao, Yu-Kun Lai, Hao-Zhi Huang, Leif Kobbelt, Shi-Min Hu IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2015, 12(21), 1390-1402 Paper | [Video](../video/Active Exploration of Large 3D Model Repositories.mp4) (YouTube Bilibili) | Bibtex | |
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A Data-Driven Approach to Realistic Shape Morphing Lin Gao, Yu-Kun Lai, Qixing Huang, Shi-Min Hu Computer Graphics Forum (Eurographics 2013), 2013, 32(2), 449-457 Paper | Bibtex | ||
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An Optimization Approach for Extracting and Encoding Consistent Maps in a Shape Collection Qixing Huang, Guoxin Zhang, Lin Gao, Shi-Min Hu, Adrian Bustcher, Leonidas Guibas ACM Transactions on Graphics (ACM SIGGRAPH Asia 2012), 2012, 31(6), 167:1--167:11 Paper | Bibtex | ||
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Lp Shape Deformation Lin Gao, Guo-Xin Zhang, Yu-Kun Lai Science China Information Sciences, 2012, 55(5), 983-993 Paper | Bibtex |
Awards
- The Second Prize of Lu Zengyong CAD&CG High-Tech Award, 2019
- First Class of China Computer Federation Technological Invention Award, 2018
- Youth Innovation Promotion Association of Chinese Academy of Sciences, 2018
- Young Elite Scientists Sponsorship Program by Chinese Association for Science and Technology, 2017
- First Class of China Simulation Federation Science and Technology Progress Award, 2017
- Outstanding star award of Institute of Computing Technology, Chinese Academy of Sciences, 2017
- ‘Hundred Star Program’ of Institute of Computing Technology, Chinese Academy of Sciences, 2017
- Outstanding Researcher of Institute of Computing Technology, Chinese Academy of Sciences, 2015
- Outstanding Graduate of Department of Computer Science and Technology, Tsinghua University, 2014
- National PhD Scholarship, 2012
- The First-Class Scholarship of Tsinghua University, 2011
- Outstanding Graduate of Sichuan University, 2009
Funding
- Deep Representations for Analysis and Reconstruction of 3D Shapes with Complex Structure and Rich Details, Newton Advanced Fellowship, 12/2019-11/2021
- Data Driven based 3D shape modeling, The General Program of National Natural Science Foundation of China, 1/2019-12/2022
- China Youth Association's youth talent lifting project, 2017-2019
- The study of new method for data driven non-rigid shape registration, National Natural Science Funds
- Data driven geometric model reconstruction based on monocular image, Joint Research Fund for Overseas Chinese Scholars and Scholars in Hong Kong and Macao Young Scholars, 1/2019-12/2020
- Automatic sketch colorization, CCF-Tencent Open Fund, 8/2018-8/2019
Professionals
- Joint Program Chair of CSIAM-GDC 2024, Area Chair of NeurIPS 2024
- Joint Conference Chair of Eurographics Symposium on Geometry Processing 2023
- Program Committee Member of SIGGRAPH 2023-2024, SMI 2023, Best Paper Award committee member of Siggraph Asia 2023, Senior Program Committee Member of AAAI 2023
- Associate Editor of IEEE Transactions on Visualization and Computer Graphics
- Young Advisory Board of Visual Informatics
- Young Associate Editor of Frontiers of Computer Science (FCS)
- Young Associate Editor of Visual Computing for Industry, Biomedicine, and Art (VCIBA)
- Program Committee Member of Eurographics Symposium on Geometry Processing (SGP) 2021-2020, Pacific Graphics 2022 - 2018, AAAI 2021-2020, Technical Committee of ICVR 2023, Computational Visual Media 2022 - 2016, ChinaGraph 2022 - 2016
- Reviewers for ACM TOG, IEEE TVCG, GM, CVMJ, CAGD, C&G, JCST, etc
- Reviewers for ACM SIGGRAPH 2021-2019, ACM SIGGRAPH Asia 2021-2019, CVPR 2022-2019, ICCV 2021-2019, ECCV 2020, BMVC 2022-2019