Zhiyang Dou

1. Wonder3D: Single Image to 3D using Cross-Domain Diffusion
   2023/10/23 by Xiaoxiao Long, Yuan-Chen Guo, Long, Xiaoxiao +20 · 1 voice · 116 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques
2. Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control
   2025/01/07 by Zekai Gu, Gu, Zekai, Rui Yan +21 · 53 citations
   Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Video Coding and Compression Technologies
3. Align3R: Aligned Monocular Depth Estimation for Dynamic Videos
   2024/12/04 by Jiahao Lu, Lu, Jiahao, Tianyu Huang +17 · 1 voice · 24 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Processing Techniques and Applications
4. Part123: Part-aware 3D Reconstruction from a Single-view Image
   2024/05/27 by Anran Liu, Liu, Anran, Cheng Lin +13 · 17 citations
   Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
5. WonderHuman: Hallucinating Unseen Parts in Dynamic 3D Human Reconstruction
   2025/02/03 by Zilong Wang, Wang, Zilong, Zhiyang Dou +17 · 4 voices · 1 citation
   Arts and Humanities · Engineering · #Forensic Anthropology and Bioarchaeology Studies #Anatomy and Medical Technology
6. EMDM: Efficient Motion Diffusion Model for Fast and High-Quality Motion Generation
   2023/12/04 by Wenyang Zhou, Zhou, Wenyang, Zhiyang Dou +17 · 13 citations
   Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image and Video Stabilization #Video Coding and Compression Technologies
7. TLControl: Trajectory and Language Control for Human Motion Synthesis
   2023/11/28 by Weilin Wan, Zhiyang Dou, Wan, Weilin +9 · 12 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation #Human Pose and Action Recognition
8. AutoPSV: Automated Process-Supervised Verifier
   2024/05/27 by Jianqiao Lu, Zhiyang Dou, Lu, Jianqiao +11 · 10 citations
   Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
9. TORE: Token Reduction for Efficient Human Mesh Recovery with Transformer
   2022/11/19 by Zhiyang Dou, Dou, Zhiyang, Qingxuan Wu +13 · 4 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
10. MVTokenFlow: High-quality 4D Content Generation using Multiview Token Flow
    2025/02/17 by Hanzhuo Huang, Huang, Hanzhuo, Yuan Liu +9 · 9 citations
    Computer Science · Engineering · #Video Analysis and Summarization #Human Motion and Animation #Virtual Reality Applications and Impacts
11. LaserHuman: Language-guided Scene-aware Human Motion Generation in Free Environment
    2024/03/20 by Peishan Cong, Ziyi Wang, Cong, Peishan +17 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Motion and Animation #Human Pose and Action Recognition
12. Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation
    2025/06/06 by Chuhao Chen, Zhiyang Dou, Chen, Chuhao +13 · 5 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis
13. SIMS: Simulating Stylized Human-Scene Interactions with Retrieval-Augmented Script Generation
    2024/11/29 by Wenjia Wang, Liang Pan, Wang, Wenjia +15 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation
14. Motion2Motion: Cross-topology Motion Transfer with Sparse Correspondence
    2025/08/18 by Ling-Hao Chen, Yuhong Zhang, Chen, Ling-Hao +12 · 3 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
15. Boosting Segment Anything Model Towards Open-Vocabulary Learning
    2023/12/06 by Xumeng Han, Han, Xumeng, Longhui Wei +14 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
16. Surf-D: Generating High-Quality Surfaces of Arbitrary Topologies Using Diffusion Models
    2023/11/28 by Zhengming Yu, Zhiyang Dou, Yu, Zhengming +21 · 1 citation
    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 #Graphics (cs.GR)
17. MotionWavelet: Human Motion Prediction via Wavelet Manifold Learning
    2024/11/25 by Yuming Feng, Zhiyang Dou, Feng, Yuming +17 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Graphics (cs.GR) #Human Pose and Action Recognition #Robotics (cs.RO)
18. DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image
    2024/06/26 by Qingxuan Wu, Zhiyang Dou, Wu, Qingxuan +25 · 1 citation
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Ergonomics and Musculoskeletal Disorders #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Hand Gesture Recognition Systems
19. MOSPA: Human Motion Generation Driven by Spatial Audio
    2025/07/16 by S. Xu, Xu, Shuyang, Zhiyang Dou +19 · 3 citations
    Computer Science · Engineering · #Music Technology and Sound Studies #Human Motion and Animation #Music and Audio Processing
20. Coverage Axis++: Efficient Inner Point Selection for 3D Shape Skeletonization
    2024/01/23 by Zimeng Wang, Wang, Zimeng, Zhiyang Dou +17 · 1 citation
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Human Pose and Action Recognition
21. Ms. Forcing: Efficient Streaming Video Generation with Multi-Scale Patchification and Attention
    2026/07/23 by Zekun Li, Xiaoyan Cong, Hongyu Li +5
    #cs.CV
22. NeuralActuator: Neural Actuation Modeling for Robot Dynamics and External Force Perception
    2026/07/13 by Zhiyang Dou, John U. Onyemelukwe, Hangxing Zhang +9
    #cs.RO #cs.CV #cs.GR #cs.LG