FRANCIS H. WILLIAMS
- LION: Latent Point Diffusion Models for 3D Shape Generation
2022/10/12 by Xiaohui Zeng, Arash Vahdat, Zeng, Xiaohui +11 · 74 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
- XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies
2023/12/06 by Xuanchi Ren, Ren, Xuanchi, Jiahui Huang +9 · 55 citations
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) #Machine Learning (cs.LG)
- Neural Kernel Surface Reconstruction
2023/05/31 by Jiahui Huang, Huang, Jiahui, Žan Gojčič +9 · 33 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques
- Neural LiDAR Fields for Novel View Synthesis
2023/05/02 by Shengyu Huang, Žan Gojčič, Huang, Shengyu +13 · 15 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Learning Smooth Neural Functions via Lipschitz Regularization
2022/02/16 by Hsueh‐Ti Derek Liu, FRANCIS H. WILLIAMS, Liu, Hsueh-Ti Derek +7 · 9 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Optical measurement and interference techniques
- SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
2024/10/26 by Xuanchi Ren, Ren, Xuanchi, Yifan Lu +15 · 21 citations
Computer Science · #Computer Graphics and Visualization Techniques #Medical Image Segmentation Techniques #Advanced Vision and Imaging
- NeRF-XL: Scaling NeRFs with Multiple GPUs
2024/04/24 by Ruilong Li, Li, Ruilong, Sanja Fidler +5 · 7 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Parallel #and Cluster Computing (cs.DC)
- Neural Fields as Learnable Kernels for 3D Reconstruction
2021/11/26 by FRANCIS H. WILLIAMS, Williams, Francis, Žan Gojčič +11 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Optical measurement and interference techniques
- Approximately Piecewise E(3) Equivariant Point Networks
2024/02/13 by Matan Atzmon, Jiahui Huang, Atzmon, Matan +5 · 1 citation
Computer Science · Engineering · #Advanced Graph Theory Research #Computational Geometry and Mesh Generation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Structural Analysis and Optimization
- Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata
2024/06/12 by Dongsu Zhang, Zhang, Dongsu, FRANCIS H. WILLIAMS +11 · 1 citation
Computer Science · #Cellular Automata and Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences