Neural radiance fields — citation graph of key research
Explore the most influential research on neural radiance fields as an interactive citation graph on Constellation. The papers below are connected by direct citations and shared references — open any one to center the graph on it and discover related work.
Top papers on neural radiance fields
- NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik et al. — 2020 · Lecture notes in computer science · 4,717 citations - Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
Jonathan T. Barron, Ben Mildenhall, Dor Verbin et al. — 2022 · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 1,636 citations - pixelNeRF: Neural Radiance Fields from One or Few Images
Alex Yu, Vickie Ye, Matthew Tancik et al. — 2021 · 1,422 citations - D-NeRF: neural radiance fields for dynamic scenes
Albert Pumarola, Enric Corona, Gerard Pons‐Moll et al. — 2021 · UPCommons institutional repository (Universitat Politècnica de Catalunya) · 1,232 citations - PlenOctrees for Real-time Rendering of Neural Radiance Fields
Alex Yu, Ruilong Li, Matthew Tancik et al. — 2021 · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 798 citations - NeRF++: Analyzing and Improving Neural Radiance Fields
Kai Zhang, Gernot Riegler, Noah Snavely et al. — 2020 · arXiv (Cornell University) · 509 citations - Nerfstudio: A Modular Framework for Neural Radiance Field Development
Matthew Tancik, Ethan Weber, Evonne Ng et al. — 2023 · 525 citations - NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik et al. — 2020 · arXiv (Cornell University) · 526 citations - Point-NeRF: Point-based Neural Radiance Fields
Qiangeng Xu, Zexiang Xu, Julien Philip et al. — 2022 · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 520 citations - Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields
Dor Verbin, Peter Hedman, Ben Mildenhall et al. — 2022 · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 485 citations - RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs
Michael Niemeyer, Jonathan T. Barron, Ben Mildenhall et al. — 2022 · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 523 citations - iNeRF: Inverting Neural Radiance Fields for Pose Estimation
Yen-Chen Lin, Pete Florence, Jonathan T. Barron et al. — 2021 · 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 392 citations