Ben Mildenhall
- Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
2020/06/18 by Matthew Tancik, Pratul P. Srinivasan, Tancik, Matthew +15 · 3 voices · 225 citations
#cs.CV #cs.LG
- DreamFusion: Text-to-3D using 2D Diffusion
2022/09/29 by Ben Poole, Poole, Ben, Ajay Jain +5 · 345 citations
Computer Science · #Computer Graphics and Visualization Techniques #Advanced Image and Video Retrieval Techniques #Image Processing and 3D Reconstruction
- Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
2021/11/23 by Jonathan T. Barron, Barron, Jonathan T., Ben Mildenhall +7 · 208 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Advanced Neural Network Applications
- Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance\n Fields
2021/03/24 by Jonathan T. Barron, Ben Mildenhall, Barron, Jonathan T. +9 · 162 citations
Medicine · Computer Science · #Advanced Neuroimaging Techniques and Applications #Advanced Neural Network Applications #Medical Image Segmentation Techniques
- Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
2022/06/01 by Jonathan T. Barron, Ben Mildenhall, Dor Verbin +2 · 123 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
- NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
2020/01/01 by Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik +3 · 64 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
- Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields
2023/04/13 by Jonathan T. Barron, Barron, Jonathan T., Ben Mildenhall +7 · 85 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields
2021/12/07 by Dor Verbin, Verbin, Dor, Peter Hedman +9 · 46 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 #Graphics (cs.GR)
- Block-NeRF: Scalable Large Scene Neural View Synthesis
2022/02/10 by Matthew Tancik, Vincent Casser, Tancik, Matthew +13 · 40 citations
Computer Science · Environmental Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Remote Sensing and LiDAR Applications
- Baking Neural Radiance Fields for Real-Time View Synthesis
2021/03/26 by Peter Hedman, Pratul P. Srinivasan, Hedman, Peter +7 · 1 voice · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #cs.CV #cs.GR
- StegaStamp: Invisible Hyperlinks in Physical Photographs
2019/04/10 by Matthew Tancik, Tancik, Matthew, Ben Mildenhall +3 · 30 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis
- NeRF
2021/12/17 by Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik +3 · 42 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
- Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines
2019/05/02 by Ben Mildenhall, Pratul P. Srinivasan, Mildenhall, Ben +11 · 23 citations
Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Enhancement Techniques
- ReconFusion: 3D Reconstruction with Diffusion Priors
2023/12/05 by Rundi Wu, Wu, Rundi, Ben Mildenhall +19 · 37 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- BakedSDF: Meshing Neural SDFs for Real-Time View Synthesis
2023/02/28 by Lior Yariv, Yariv, Lior, Peter Hedman +13 · 25 citations
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Advanced Vision and Imaging
- NeRV: Neural Reflectance and Visibility Fields for Relighting and View\n Synthesis
2020/12/07 by Pratul P. Srinivasan, Boyang Deng, Srinivasan, Pratul P. +9 · 18 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Optical measurement and interference techniques
- Zero-Shot Text-Guided Object Generation with Dream Fields
2021/12/02 by Ajay N. Jain, Ben Mildenhall, Jain, Ajay +7 · 18 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #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)
- GaussianFlow: Splatting Gaussian Dynamics for 4D Content Creation
2024/03/19 by Quankai Gao, Gao, Quankai, Qiangeng Xu +13 · 18 citations
Computer Science · Decision Sciences · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Scientific Computing and Data Management
- MERF: Memory-Efficient Radiance Fields for Real-time View Synthesis in Unbounded Scenes
2023/02/23 by Christian Reiser, Reiser, Christian, Richard Szeliski +13 · 12 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
- State of the Art on Diffusion Models for Visual Computing
2023/10/11 by Ryan Po, Po, Ryan, Yifan, Wang +32 · 13 citations
Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth
- State of the Art on Diffusion Models for Visual Computing
2024/04/30 by R. Po, Riccardo Pó, W. Yifan +32 · 13 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
- NeRF-Casting: Improved View-Dependent Appearance with Consistent Reflections
2024/05/23 by Dor Verbin, Verbin, Dor, Pratul P. Srinivasan +11 · 11 citations
Materials Science · #Machine Learning in Materials Science
- Binary Opacity Grids: Capturing Fine Geometric Detail for Mesh-Based View Synthesis
2024/02/19 by Christian Reiser, Stephan J. Garbin, Reiser, Christian +15 · 10 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Interactive and Immersive Displays #3D Modeling in Geospatial Applications
- Nuvo: Neural UV Mapping for Unruly 3D Representations
2023/12/11 by Pratul P. Srinivasan, Srinivasan, Pratul P., Stephan J. Garbin +7 · 8 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)
- Generative Powers of Ten
2023/12/04 by Xiaojuan Wang, Janne Kontkanen, Wang, Xiaojuan +16 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
- Disentangled 3D Scene Generation with Layout Learning
2024/02/26 by Dave Epstein, Epstein, Dave, Ben Poole +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 #Machine Learning (cs.LG)
- Flash Cache: Reducing Bias in Radiance Cache Based Inverse Rendering
2024/09/09 by Benjamin Attal, Attal, Benjamin, Dor Verbin +11 · 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 #Graphics (cs.GR)
- Volume Rendering Digest (for NeRF)
2022/08/29 by Andrea Tagliasacchi, Tagliasacchi, Andrea, Ben Mildenhall +1 · 1 voice · 1 citation
#cs.CV #cs.GR