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Neural radiance fields (NeRF) have shown great success in modeling 3D scenes and synthesizing novel-view images.
Ray tracing volume densities
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MVSNeRF: Fast Generalizable Radiance Field Reconstruction From Multi-View Stereo. In ICCV
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KiloNeRF: Speeding Up Neural Radiance Fields With Thousands of Tiny MLPs. In ICCV
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NeRF–: Neural radiance fields without known camera parameters
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FastNeRF: High-Fidelity Neural Rendering at 200FPS. In ICCV
Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton, and Julien Valentin. 2021 · 2021
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Tianye Li, Mira Slavcheva, Michael Zollhoefer, Simon Green, Christoph Lassner, Changil Kim, Tanner Schmidt, Steven Lovegrove, Michael Goesele, and Zhaoyang Lv. 2021b · 2021
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Chen-Hsuan Lin, Wei-Chiu Ma, Antonio Torralba, and Simon Lucey. 2021 · 2021
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Autoint: Automatic integration for fast neural volume rendering. In CVPR
David B Lindell, Julien NP Martel, and Gordon Wetzstein. 2021 · 2021
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NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections. In CVPR
Ricardo Martin-Brualla, Noha Radwan, Mehdi S. M. Sajjadi, Jonathan T. Barron, Alexey Dosovitskiy, and Daniel Duckworth. 2021 · 2021
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DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks
Thomas Neff, Pascal Stadlbauer, Mathias Parger, Andreas Kurz, Joerg H. Mueller, Chakravarty R. Alla Chaitanya, Anton S. Kaplanyan, and Markus Steinberger. 2021 · 2021
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Wenqi Xian, Jia-Bin Huang, Johannes Kopf, and Changil Kim. 2021 · 2021
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H-nerf: Neural radiance fields for rendering and temporal reconstruction of humans in motion
Hongyi Xu, Thiemo Alldieck, and Cristian Sminchisescu. 2021 · 2021
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TensoRF: Tensorial Radiance Fields
Anpei Chen, Zexiang Xu, Andreas Geiger, Jingyi Yu, and Hao Su. 2022 · 2022
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Neural Rays for Occlusion-aware Image-based Rendering. In CVPR
Yuan Liu, Sida Peng, Lingjie Liu, Qianqian Wang, Peng Wang, Theobalt Christian, Xiaowei Zhou, and Wenping Wang. 2022 · 2022
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Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
Thomas Müller, Alex Evans, Christoph Schied, and Alexander Keller. 2022 · 2022
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Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction. In CVPR
Cheng Sun, Min Sun, and Hwann-Tzong Chen. 2022 · 2022
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Variable Bitrate Neural Fields. In SIGGRAPH
Towaki Takikawa, Alex Evans, Jonathan Tremblay, Thomas Müller, Morgan McGuire, Alec Jacobson, and Sanja Fidler. 2022 · 2022
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Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields
Dor Verbin, Peter Hedman, Ben Mildenhall, Todd Zickler, Jonathan T. Barron, and Pratul P. Srinivasan. 2022 · 2022
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Fourier PlenOctrees for Dynamic Radiance Field Rendering in Real-time
Liao Wang, Jiakai Zhang, Xinhang Liu, Fuqiang Zhao, Yanshun Zhang, Yingliang Zhang, Minye Wu, Lan Xu, and Jingyi Yu. 2022 · 2022
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Humannerf: Free-viewpoint rendering of moving people from monocular video. In CVPR
Chung-Yi Weng, Brian Curless, Pratul P Srinivasan, Jonathan T Barron, and Ira Kemelmacher-Shlizerman. 2022 · 2022
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Plenoxels: Radiance Fields without Neural Networks. In CVPR
Alex Yu, Sara Fridovich-Keil, Matthew Tancik, Qinhong Chen, Benjamin Recht, and Angjoo Kanazawa. 2022 · 2022
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