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Zhou, Junsheng

  1. Uni3D: Exploring Unified 3D Representation at Scale
    2023/10/10 by Junsheng Zhou, Jinsheng Wang, Zhou, Junsheng +9 · 52 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  2. CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization
    2022/10/06 by Zhou, Junsheng, Ma, Baorui, Li, Shujuan +3 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. DiffGS: Functional Gaussian Splatting Diffusion
    2024/10/25 by Junsheng Zhou, Zhou, Junsheng, Weiqi Zhang +3 · 13 citations
    Computer Science · #Bayesian Methods and Mixture Models #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly
    2024/10/21 by Junsheng Zhou, Zhou, Junsheng, Yu-Shen Liu +3 · 12 citations
    Engineering · Medicine · Physics and Astronomy · #Advanced Optical Sensing Technologies #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
  5. NeAF: Learning Neural Angle Fields for Point Normal Estimation
    2022/11/30 by Li, Shujuan, Zhou, Junsheng, Ma, Baorui +2 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis
    2024/10/24 by Liang Han, Han, Liang, Junsheng Zhou +5 · 10 citations
    Computer Science · Engineering · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Stabilization #Surface Roughness and Optical Measurements
  7. Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set Alignment
    2023/05/19 by Baorui Ma, Ma, Baorui, Junsheng Zhou +5 · 5 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Medical Image Segmentation Techniques #Advanced Neural Network Applications
  8. Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection
    2023/08/22 by Junsheng Zhou, Baorui Ma, Zhou, Junsheng +7 · 5 citations
    Computer Science · Engineering · Earth and Planetary Sciences · #Optical measurement and interference techniques #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage
  9. Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching
    2023/12/07 by Junsheng Zhou, Zhou, Junsheng, Baorui Ma +9 · 6 citations
    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 #Robotics and Sensor-Based Localization
  10. GeoDream: Disentangling 2D and Geometric Priors for High-Fidelity and Consistent 3D Generation
    2023/11/29 by Ma, Baorui, Deng, Haoge, Zhou, Junsheng +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. 3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow
    2022/03/29 by Xin Wen, Junsheng Zhou, Wen, Xin +7 · 3 citations
    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
  12. Learning Continuous Implicit Field with Local Distance Indicator for Arbitrary-Scale Point Cloud Upsampling
    2023/12/23 by Li, Shujuan, Zhou, Junsheng, Ma, Baorui +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. NeuSurf: On-Surface Priors for Neural Surface Reconstruction from Sparse Input Views
    2023/12/21 by Han Huang, Huang, Han, Yulun Wu +9 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. 3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds
    2022/03/26 by Junsheng Zhou, Zhou, Junsheng, Xin Wen +11 · 3 citations
    Engineering · Computer Science · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #Optical measurement and interference techniques #3D Surveying and Cultural Heritage
  15. Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping
    2024/07/04 by Junsheng Zhou, Zhou, Junsheng, Baorui Ma +5 · 5 citations
    Computer Science · #Image Processing and 3D Reconstruction #Neural Networks and Applications #Time Series Analysis and Forecasting
  16. UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion
    2024/04/10 by Zhou, Junsheng, Zhang, Weiqi, Ma, Baorui +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results
    2021/12/22 by Pan, Liang, Wu, Tong, Cai, Zhongang +26 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Class-level Multiple Distributions Representation are Necessary for Semantic Segmentation
    2023/03/14 by Jianjian Yin, Yin, Jianjian, Zhichao Zheng +7 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  19. Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation
    2025/03/31 by Noda, Takeshi, Chen, Chao, Zhou, Junsheng +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. iDiT-HOI: Inpainting-based Hand Object Interaction Reenactment via Video Diffusion Transformer
    2025/06/15 by Shen, Zhelun, Wu, Chenming, Zhou, Junsheng +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  21. NeRFPrior: Learning Neural Radiance Field as a Prior for Indoor Scene Reconstruction
    2025/03/24 by Zhang, Wenyuan, Jia, Emily Yue-ting, Zhou, Junsheng +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences