NeRF-and-Beyond.bib

@article{Bi20arxiv_neural_reflection_fields,
	Archiveprefix = {arXiv},
	Author = {Sai Bi and Zexiang Xu and Pratul Srinivasan and Ben Mildenhall and Kalyan Sulkavalli and Milo{\v s} Ha{\v s}an and Yannick Hold-Geoffroy and David Kriegman and Ravi Ramamoorthi},
	Journal = {https://arxiv.org/abs/2008.03824},
	Title = {Neural Reflectance Fields for Appearance Acquisition},
	Year = {2020}
}

@article{Boss20arxiv_NeRD,
	Archiveprefix = {arXiv},
	Author = {Mark Boss and Raphael Braun and Varun Jampani and Jonathan T. Barron and Ce Liu and Hendrik Lensch},
	Journal = {https://arxiv.org/abs/2012.03918},
	Title = {{NeRD}: Neural Reflectance Decomposition from Image Collections},
	Year = {2020}
}

@InProceedings{Chabra20eccv_DLS,
	Author = {Rohan Chabra and Jan Lenssen and Eddy Ilg and Tanner Schmidt and Julian Straub and Steven Lovegrove and Richard Newcombe},
	Booktitle = {The European Conference on Computer Vision (ECCV)},
	Title = {Deep Local Shapes: Learning Local {SDF} Priors for Detailed {3D} Reconstruction},
	Year = {2020}
}

@article{Chan20arxiv_piGAN,
	Archiveprefix = {arXiv},
	Author = {Eric Chan and Marco Monteiro and Peter Kellnhofer and Jiajun Wu and Gordon Wetzstein},
	Journal = {https://arxiv.org/abs/2012.00926},
	Title = {{pi-GAN}: Periodic Implicit Generative Adversarial Networks for {3D}-Aware Image Synthesis},
	Year = {2020}
}

@inproceedings{Chen20cvpr_bsp,
	Author = {Zhiqin Chen and Andrea Tagliasacchi and Hao Zhang},
	Booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
	Pages = {45--54},
	Title = {{BSP-Net}: Generating compact meshes via binary space partitioning},
	Year = {2020}
}

@inproceedings{Chen19cvpr_IM_NET,
    Title={Learning implicit fields for generative shape modeling},
	Author = {Zhiqin Chen and Hao Zhang},
	Booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    Pages={5939--5948},
    Year={2019}
}

@article{Dellaert20post_NeRF,
	Author = {Frank Dellaert},
	Journal = {https://dellaert.github.io/NeRF/},
	Title = {{{NeRF} Explosion 2020}},
	Year = {2020}
}

@article{Deng20github_JaxNeRF,
	Author = {Boyang Deng and Jonathan T. Barron and Pratul Srinivasan},
	Journal = {https://github.com/google-research/google-research/tree/master/jaxnerf},
	Title = {{JaxNeRF}: an efficient {JAX} implementation of {NeRF}},
	Year = {2020}
}

@inproceedings{Deng20cvpr_cvxnet,
	Author = {Boyang Deng and Kyle Genova and Soroosh Yazdani and Sofien Bouaziz and Geoffrey Hinton and Andrea Tagliasacchi},
	Booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
	Pages = {31--44},
	Title = {{CvxNet}: Learnable convex decomposition},
	Year = {2020}
}

@inproceedings{Deng19eccv_NASA,
	Author = {Boyang Deng and JP Lewis and Timothy Jeruzalski and Gerard Pons-Moll and Geoffrey Hinton and Mohammad Norouzi and Andrea Tagliasacchi},
	Booktitle = {The European Conference on Computer Vision (ECCV)},
	Month = {August},
	Organization = {{Springer}},
	Title = {Neural Articulated Shape Approximation},
	Year = {2020}
}

@article{Du20arxiv_nerflow,
    Archiveprefix = {arXiv},
    Author = {Yilun Du and Yinan Zhang and Hong-Xing Yu and Joshua B. Tenenbaum and Jiajun Wu},
    Journal = {arXiv preprint arXiv:2012.09790},
    Title = {Neural Radiance Flow for {4D} View Synthesis and Video Processing},
    Year = {2020}
}

@article{Gafni20arxiv_DNRF,
	Archiveprefix = {arXiv},
	Author = {Guy Gafni and Justus Thies and Michael Zollh{\"o}fer and Matthias Nie{\ss}ner},
	Journal = {https://arxiv.org/abs/2012.03065},
	Title = {Dynamic Neural Radiance Fields for Monocular {4D} Facial Avatar Reconstruction},
	Year = {2020}
}

@article{Gao20arxiv_pNeRF,
	Archiveprefix = {arXiv},
	Author = {Chen Gao and Yichang Shih and Wei-Sheng Lai and Chia-Kai Liang and Jia-Bin Huang},
	Journal = {https://arxiv.org/abs/2012.05903},
	Title = {Portrait Neural Radiance Fields from a Single Image},
	Year = {2020}
}

@inproceedings{Genova19iccv_sif,
    title={Learning shape templates with structured implicit functions},
	Author = {Kyle Genova and Forrester Cole and Daniel Vlasic and Aaron Sarna and William Freeman and Thomas Funkhouser},
    booktitle={Proceedings of the IEEE International Conference on Computer Vision (ICCV)},
    pages={7154--7164},
    year={2019}
}

@article{Guo20arxiv_OSF,
	Archiveprefix = {arXiv},
	Author = {Michelle Guo and Alireza Fathi and Jiajun Wu and Thomas Funkhouser},
	Journal = {https://arxiv.org/abs/2012.08503},
	Title = {Object-Centric Neural Scene Rendering},
	Year = {2020}
}

@article{Li20arxiv_nsff,
	Archiveprefix = {arXiv},
	Author = {Zhengqi Li and Simon Niklaus and Noah Snavely and Oliver Wang},
	Journal = {https://arxiv.org/abs/2011.13084},
	Title = {Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes},
	Year = {2020}
}

@article{Lindell20arxiv_AutoInt,
	Archiveprefix = {arXiv},
	Author = {David Lindell and Julien Martel and Gordon Wetzstein},
	Journal = {https://arxiv.org/abs/2012.01714},
	Title = {{AutoInt}: Automatic Integration for Fast Neural Volume Rendering},
	Year = {2020}
}

@InProceedings{Liu20neurips_sparse_nerf,
	Author = {Lingjie Liu and Jiatao Gu and Kyaw Zaw Lin and Tat-Seng Chua and Christian Theobalt},
	BookTitle = {Advances in Neural Information Processing Systems (NeurIPS)},
	Title = {Neural sparse voxel fields},
	Volume = {33},
	Year = {2020}
}

@article{Lombardi19siggraph_Neural_Volumes,
	Address = {New York, NY, USA},
	Author = {Stephen Lombardi and Tomas Simon and Jason Saragih and Gabriel Schwartz and Andreas Lehrmann and Yaser Sheikh},
	Journal = {ACM Trans. Graph.},
	Publisher = {ACM},
	Title = {Neural Volumes: Learning Dynamic Renderable Volumes from Images},
	Year = {2019}
}

@article{MartinBrualla20arxiv_nerfw,
	Archiveprefix = {arXiv},
	Author = {Ricardo Martin-Brualla and Noha Radwan and Mehdi Sajjadi and Jonathan T. Barron and Alexey Dosovitskiy and Daniel Duckworth},
	Journal = {https://arxiv.org/abs/2008.02268},
	Title = {{NeRF} in the Wild: Neural Radiance Fields for Unconstrained Photo Collections},
	Year = {2020}
}

@inproceedings{Mescheder19cvpr_occupancy_net,
	Author = {Lars Mescheder and Michael Oechsle and Michael Niemeyer and Sebastian Nowozin and Andreas Geiger},
	Booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
	Month = {June},
	Title = {{Occupancy Networks}: Learning {3D} Reconstruction in Function Space},
	Year = {2019}
}

@InProceedings{Mildenhall20eccv_nerf,
	Author = {Ben Mildenhall and Pratul P. Srinivasan and Matthew Tancik and Jonathan T. Barron and Ravi Ramamoorthi and Ren Ng},
	Booktitle = {The European Conference on Computer Vision (ECCV)},
	Title = {{NeRF}: Representing scenes as neural radiance fields for view synthesis},
	Year = {2020}
}

@article{Niemeyer20arxiv_GIRAFFE,
	Archiveprefix = {arXiv},
	Author = {Michael Niemeyer and Andreas Geiger},
	Journal = {https://arxiv.org/abs/2011.12100},
	Title = {{GIRAFFE}: Representing Scenes as Compositional Generative Neural Feature Fields},
	Year = {2020}
}

@InProceedings{Niemeyer20cvpr_DVR,
	Author = {Michael Niemeyer and Lars Mescheder and Michael Oechsle and Andreas Geiger},
	Booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
	Title = {Differentiable Volumetric Rendering: Learning Implicit {3D} Representations without {3D} Supervision},
	Year = {2019}
}

@article{Ost20arxiv_NSG,
	Archiveprefix = {arXiv},
	Author = {Julian Ost and Fahim Mannan and Nils Th{\"u}rey and Julian Knodt and Felix Heide},
	Journal = {https://arxiv.org/abs/2011.10379},
	Title = {Neural Scene Graphs for Dynamic Scenes},
	Year = {2020}
}

@inproceedings{Park19cvpr_deepsdf,
	Author = {Jeong Joon Park and Pete Florence and Julian Straub and Richard Newcombe and Steven Lovegrove},
	Booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
	Pages = {165--174},
	Title = {{DeepSDF}: Learning continuous signed distance functions for shape representation},
	Year = {2019}
}

@article{Park20arxiv_nerfies,
	Archiveprefix = {arXiv},
	Author = {Keunhong Park and Utkarsh Sinha and Jonathan T. Barron and Sofien Bouaziz and Dan Goldman and Steven Seitz and Ricardo Martin-Brualla},
	Journal = {https://arxiv.org/abs/2011.12948},
	Title = {Deformable Neural Radiance Fields},
	Year = {2020}
}

@article{Pumarola20arxiv_D_NeRF,
	Archiveprefix = {arXiv},
	Author = {Albert Pumarola and Enric Corona and Gerard Pons-Moll and Francesc Moreno-Noguer},
	Journal = {https://arxiv.org/abs/2011.13961},
	Title = {{D-NeRF}: Neural Radiance Fields for Dynamic Scenes},
	Year = {2020}
}

@article{Rebain20arxiv_derf,
	Archiveprefix = {arXiv},
	Author = {Daniel Rebain and Wei Jiang and Soroosh Yazdani and Ke Li and Kwang Moo Yi and Andrea Tagliasacchi},
	Journal = {https://arxiv.org/abs/2011.12490},
	Title = {{DeRF}: Decomposed Radiance Fields},
	Year = {2020}
}

@InProceedings{Saito19Iccv_PIFu,
	Author = {Shunsuke Saito and Zeng Huang and Ryota Natsume and Shigeo Morishima and Angjoo Kanazawa and Hao Li},
    booktitle={Proceedings of the IEEE International Conference on Computer Vision (ICCV)},
	Title = {{PIFu}: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization},
	Year = {2019}
}

@InProceedings{Schwarz20neurips_graf,
	Author = {Katja Schwarz and Yiyi Liao and Michael Niemeyer and Andreas Geiger},
	BookTitle = {Advances in Neural Information Processing Systems (NeurIPS)},
	Title = {Graf: Generative radiance fields for {3D}-aware image synthesis},
	Volume = {33},
	Year = {2020}
}

@inproceedings{Sitzmann19neurips_srn,
	Author = {Vincent Sitzmann and Michael Zollh{\"o}fer and Gordon Wetzstein},
	BookTitle = {Advances in Neural Information Processing Systems (NeurIPS)},
	Pages = {1121--1132},
	Title = {Scene representation networks: Continuous {3D}-structure-aware neural scene representations},
	Year = {2019}
}

@inproceedings{Sitzmann20neurips_siren,
	Author = {Vincent Sitzmann and Julien Martel and Alexander Bergman and David Lindell and Gordon Wetzstein},
	BookTitle = {Advances in Neural Information Processing Systems (NeurIPS)},
	Title = {Implicit Neural Representations with Periodic Activation Functions},
	Year = {2020}
}

@article{Srinivasan20arxiv_NeRV,
	Archiveprefix = {arXiv},
	Author = {Pratul Srinivasan and Boyang Deng and Xiuming Zhang and Matthew Tancik and Ben Mildenhall and Jonathan T. Barron},
	Journal = {https://arxiv.org/abs/2012.03927},
	Title = {{NeRV}: Neural Reflectance and Visibility Fields for Relighting and View Synthesis},
	Year = {2020}
}

@article{Tancik20arxiv_meta,
	Archiveprefix = {arXiv},
	Author = {Matthew Tancik and Ben Mildenhall and Terrence Wang and Divi Schmidt and Pratul Srinivasan and Jonathan T. Barron and Ren Ng},
	Journal = {https://arxiv.org/abs/2012.02189},
	Title = {Learned Initializations for Optimizing Coordinate-Based Neural Representations},
	Year = {2020}
}

@article{Tewari20eurographics_neural_rendering,
	author = {Tewari, A. and Fried, O. and Thies, J. and Sitzmann, V. and Lombardi, S. and Sunkavalli, K. and Martin-Brualla, R. and Simon, T. and Saragih, J. and Nie{\ss}ner, M. and Pandey, R. and Fanello, S. and Wetzstein, G. and Zhu, J.-Y. and Theobalt, C. and Agrawala, M. and Shechtman, E. and Goldman, D. B and Zollh{\"o}fer, M.},
	title = {{State of the Art on Neural Rendering}},
	journal = {Computer Graphics Forum (EG STAR 2020)},
	year = {2020}
}

@article{Tretschk20arxiv_NR-NeRF,
    Archiveprefix = {arXiv},
    Author = {Edgar Tretschk and Ayush Tewari and Vladislav Golyanik and Michael Zollh{\"o}fer and Christoph Lassner and Christian Theobalt},
    Journal = {https://arxiv.org/abs/2012.12247},
        Title = {Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Deforming Scene from Monocular Video},
    Year = {2020}
}

@article{Trevithick20arxiv_GRF,
	Archiveprefix = {arXiv},
	Author = {Alex Trevithick and Bo Yang},
	Journal = {https://arxiv.org/abs/2010.04595},
	Title = {{GRF}: Learning a General Radiance Field for {3D} Scene Representation and Rendering},
	Year = {2020}
}

@article{Xian20arxiv_stnif,
	Archiveprefix = {arXiv},
	Author = {Wenqi Xian and Jia-Bin Huang and Johannes Kopf and Changil Kim},
	Journal = {https://arxiv.org/abs/2011.12950},
	Title = {Space-time Neural Irradiance Fields for Free-Viewpoint Video},
	Year = {2020}
}

@InProceedings{Yariv20neurips_MVNeuralSurfaceRecon,
	Author = {Lior Yariv and Yoni Kasten and Dror Moran and Meirav Galun and Matan Atzmon and Ronan Basri and Yaron Lipman},
	BookTitle = {Advances in Neural Information Processing Systems (NeurIPS)},
	Title = {Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance},
	Year = {2020}
}

@article{YenChen20github_awesome_NeRF,
	Author = {Lin Yen-Chen},
	Journal = {https://github.com/yenchenlin/awesome-NeRF},
	Title = {Awesome Neural Radiance Fields},
	Year = {2020}
}

@article{YenChen20arxiv_iNeRF,
	Archiveprefix = {arXiv},
	Author = {Lin Yen-Chen and Pete Florence and Jonathan T. Barron and Alberto Rodriguez and Phillip Isola and Tsung-Yi Lin},
	Journal = {https://arxiv.org/abs/2012.05877},
	Title = {{iNeRF}: Inverting Neural Radiance Fields for Pose Estimation},
	Year = {2020}
}

@article{Yu20arxiv_pixelNeRF,
	Archiveprefix = {arXiv},
	Author = {Alex Yu and Vickie Ye and Matthew Tancik and Angjoo Kanazawa},
	Journal = {https://arxiv.org/abs/2012.02190},
	Title = {{pixelNeRF}: Neural Radiance Fields from One or Few Images},
	Year = {2020}
}

@article{Yuan21arxiv_star,
    Archiveprefix = {arXiv},
    Author = {Wentao Yuan and Zhaoyang Lv and Tanner Schmidt and Steven Lovegrove},
    Journal = {arXiv preprint arXiv:2101.01602},
    Title = {{STaR}: Self-supervised Tracking and Reconstruction of Rigid Objects in Motion with Neural Rendering},
    Year = {2021}
}

@article{Zhang20arxiv_nerf++,
	Archiveprefix = {arXiv},
	Author = {Kai Zhang and Gernot Riegler and Noah Snavely and Vladlen Koltun},
	Journal = {https://arxiv.org/abs/2010.07492},
	Title = {{NERF++}: Analyzing and Improving Neural Radiance Fields},
	Year = {2020}
}

@article{ost2020neuralscenegraphs,
    author = {Julian Ost and Fahim Mannan and Nils Thuerey and Julian Knodt and Felix Heide},
    title = {Neural Scene Graphs for Dynamic Scenes},
    Journal = {https://arxiv.org/abs/2011.10379},
    year = {2020},
}

@inproceedings{wang2022r2l,
  author = {Huan Wang and Jian Ren and Zeng Huang and Kyle Olszewski and Menglei Chai and Yun Fu and Sergey Tulyakov},
  title = {R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis},
  booktitle = {ECCV},
  year = {2022}
}

@article{cao2022mobiler2l,
  author = {Junli Cao and Huan Wang and Pavlo Chemerys and Vladislav Shakhrai and Ju Hu and Yun Fu and Denys Makoviichuk and Sergey Tulyakov and Jian Ren},
  title = {Real-Time Neural Light Field on Mobile Devices},
  journal = {arXiv preprint arXiv:2212.08057},
  year = {2022}
}