NeRF-and-Beyond.bib

@article{Bemana20siggrahAsia_xfields,
	Author = {Bemana, Mojtaba and Myszkowski, Karol and Seidel, Hans-Peter and Ritschel, Tobias},
	Journal = {ACM Transactions on Graphics},
	Number = {6},
	Publisher = {ACM},
	Title = {{X-Fields}: Implicit Neural View-, Light-and Time-Image Interpolation},
	Volume = {39},
	Year = {2020}}

@article{BenHamu18tog_multichart,
	Author = {Ben-Hamu, Heli and Maron, Haggai and Kezurer, Itay and Avineri, Gal and Lipman, Yaron},
	Journal = {ACM Transactions on Graphics (TOG)},
	Number = {6},
	Pages = {1--15},
	Publisher = {ACM New York, NY, USA},
	Title = {Multi-chart generative surface modeling},
	Volume = {37},
	Year = {2018}}

@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 Barron and Ce Liu and Hendrik Lensch},
	Journal = {https://arxiv.org/abs/2012.03918},
	Title = {{NeRD}: Neural Reflectance Decomposition from Image Collections},
	Year = {2020}}

@article{Brock16arxiv_voxel_vae,
	Author = {Brock, Andrew and Lim, Theodore and Ritchie, James M and Weston, Nick},
	Journal = {arXiv preprint arXiv:1608.04236},
	Title = {Generative and discriminative voxel modeling with convolutional neural networks},
	Year = {2016}}

@article{Chabra20eccv_DLS,
	Archiveprefix = {arXiv},
	Author = {Rohan Chabra and Jan Lenssen and Eddy Ilg and Tanner Schmidt and Julian Straub and Steven Lovegrove and Richard Newcombe},
	Journal = {https://arxiv.org/abs/2003.10983},
	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}}

@article{Chang15arxiv_ShapeNet,
	Author = {Chang, Angel X and Funkhouser, Thomas and Guibas, Leonidas and Hanrahan, Pat and Huang, Qixing and Li, Zimo and Savarese, Silvio and Savva, Manolis and Song, Shuran and Su, Hao and others},
	Journal = {arXiv preprint arXiv:1512.03012},
	Title = {Shapenet: An information-rich {3D} model repository},
	Year = {2015}}

@article{Chen19cvpr_IM_NET,
	Archiveprefix = {arXiv},
	Author = {Zhiqin Chen and Hao Zhang},
	Journal = {https://arxiv.org/abs/1912.07372},
	Title = {Learning Implicit {3D} Representations without {3D} Supervision},
	Year = {2019}}

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

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

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

@article{Deng20github_JaxNeRF,
	Author = {Boyang Deng and Jonathan 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}}

@article{Eslami18science_neural,
	Author = {Eslami, SM Ali and Rezende, Danilo Jimenez and Besse, Frederic and Viola, Fabio and Morcos, Ari S and Garnelo, Marta and Ruderman, Avraham and Rusu, Andrei A and Danihelka, Ivo and Gregor, Karol and others},
	Journal = {Science},
	Number = {6394},
	Pages = {1204--1210},
	Publisher = {American Association for the Advancement of Science},
	Title = {Neural scene representation and rendering},
	Volume = {360},
	Year = {2018}}

@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}}

@article{Genova19iccv_sif,
	Archiveprefix = {arXiv},
	Author = {Kyle Genova and Forrester Cole and Daniel Vlasic and Aaron Sarna and William Freeman and Thomas Funkhouser},
	Journal = {https://arxiv.org/abs/1904.06447},
	Title = {Learning Shape Templates with Structured Implicit Functions},
	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{Han19arxiv_deep_3d,
	Author = {Han, Xianfeng and Laga, Hamid and Bennamoun, Mohammed},
	Journal = {IEEE transactions on pattern analysis and machine intelligence},
	Publisher = {IEEE},
	Title = {Image-based {3D} object reconstruction: State-of-the-art and trends in the deep learning era},
	Year = {2019}}

@article{Kingma14iclr_vae_variational_bayes,
	Author = {Kingma, Diederik P and Welling, Max},
	Journal = {stat},
	Pages = {1},
	Title = {Auto-Encoding Variational {Bayes}},
	Volume = {1050},
	Year = {2014}}

@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{Liu20cvpr_dist,
	Author = {Liu, Shaohui and Zhang, Yinda and Peng, Songyou and Shi, Boxin and Pollefeys, Marc and Cui, Zhaopeng},
	Booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
	Pages = {2019--2028},
	Title = {Dist: Rendering deep implicit signed distance function with differentiable sphere tracing},
	Year = {2020}}

@article{liu20neurips_sparse_nerf,
	Author = {Liu, Lingjie and Gu, Jiatao and Zaw Lin, Kyaw and Chua, Tat-Seng and Theobalt, Christian},
	Journal = {Advances in Neural Information Processing Systems},
	Title = {Neural sparse voxel fields},
	Volume = {33},
	Year = {2020}}

@article{Lombardi19siggraph_Neural_Volumes,
	Address = {New York, NY, USA},
	Author = {Lombardi, Stephen and Simon, Tomas and Saragih, Jason and Schwartz, Gabriel and Lehrmann, Andreas and Sheikh, Yaser},
	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 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 = {Mescheder, Lars and Oechsle, Michael and Niemeyer, Michael and Nowozin, Sebastian and Geiger, Andreas},
	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{Meshry19cvpr_wild_rerendering,
	Author = {Meshry, Moustafa and Goldman, Dan B and Khamis, Sameh and Hoppe, Hugues and Pandey, Rohit and Snavely, Noah and Martin-Brualla, Ricardo},
	Booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
	Pages = {6878--6887},
	Title = {Neural rerendering in the wild},
	Year = {2019}}

@article{Mildenhall20eccv_nerf,
	Author = {Mildenhall, Ben and Srinivasan, Pratul P and Tancik, Matthew and Barron, Jonathan T and Ramamoorthi, Ravi and Ng, Ren},
	Journal = {arXiv preprint arXiv:2003.08934},
	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}}

@article{Niemeyer20cvpr_DVR,
	Archiveprefix = {arXiv},
	Author = {Michael Niemeyer and Lars Mescheder and Michael Oechsle and Andreas Geiger},
	Journal = {https://arxiv.org/abs/1912.07372},
	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 = {Park, Jeong Joon and Florence, Peter and Straub, Julian and Newcombe, Richard and Lovegrove, Steven},
	Booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
	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 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{Rematas20cvpr_nvr,
	Author = {Rematas, Konstantinos and Ferrari, Vittorio},
	Booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
	Pages = {5417--5427},
	Title = {Neural Voxel Renderer: Learning an Accurate and Controllable Rendering Tool},
	Year = {2020}}

@article{Rezende16nips_unsupervised_3d,
	Author = {Rezende, D-J. and Eslami, SM. and Mohamed, S. and Battaglia, P. and Jaderberg, M and Heess, N.},
	Journal = {Advances in neural information processing systems},
	Pages = {4996--5004},
	Title = {Unsupervised learning of {3D} structure from images},
	Volume = {29},
	Year = {2016}}

@inproceedings{Runz20cvpr_frodo,
	Author = {Runz, Martin and Li, Kejie and Tang, Meng and Ma, Lingni and Kong, Chen and Schmidt, Tanner and Reid, Ian and Agapito, Lourdes and Straub, Julian and Lovegrove, Steven and others},
	Booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
	Pages = {14720--14729},
	Title = {FroDO: From Detections to {3D} Objects},
	Year = {2020}}

@article{Saito19Iccv_PIFu,
	Archiveprefix = {arXiv},
	Author = {Shunsuke Saito and Zeng Huang and Ryota Natsume and Shigeo Morishima and Angjoo Kanazawa and Hao Li},
	Journal = {https://arxiv.org/abs/1905.05172},
	Title = {{PIFu}: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization},
	Year = {2019}}

@inproceedings{Saito20cvpr_PIFuHD,
	Author = {Saito, Shunsuke and Huang, Zeng and Natsume, Ryota and Morishima, Shigeo and Kanazawa, Angjoo and Li, Hao},
	Booktitle = {Proceedings of the IEEE International Conference on Computer Vision},
	Pages = {2304--2314},
	Title = {{PIFuHD}: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization},
	Year = {2019}}

@article{Schwarz20arxiv_graf,
	Author = {Schwarz, Katja and Liao, Yiyi and Niemeyer, Michael and Geiger, Andreas},
	Journal = {Advances in Neural Information Processing Systems},
	Title = {Graf: Generative radiance fields for {3D}-aware image synthesis},
	Volume = {33},
	Year = {2020}}

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

@article{Sitzmann20neurips_siren,
	Archiveprefix = {arXiv},
	Author = {Vincent Sitzmann and Julien Martel and Alexander Bergman and David Lindell and Gordon Wetzstein},
	Journal = {https://arxiv.org/abs/2006.09661},
	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 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 Barron and Ren Ng},
	Journal = {https://arxiv.org/abs/2012.02189},
	Title = {Learned Initializations for Optimizing Coordinate-Based Neural Representations},
	Year = {2020}}

@inproceedings{Tatarchenko17iccv_octree,
	Author = {Tatarchenko, Maxim and Dosovitskiy, Alexey and Brox, Thomas},
	Booktitle = {Proceedings of the IEEE International Conference on Computer Vision},
	Pages = {2088--2096},
	Title = {Octree generating networks: Efficient convolutional architectures for high-resolution {3D} outputs},
	Year = {2017}}

@article{Tewari20eurographics_neural_rendering,
	Author = {Tewari, Ayush and Fried, Ohad and Thies, Justus and Sitzmann, Vincent and Lombardi, Stephen and Sunkavalli, Kalyan and Martin-Brualla, Ricardo and Simon, Tomas and Saragih, Jason and Nie{\ss}ner, Matthias and others},
	Journal = {arXiv preprint arXiv:2004.03805},
	Title = {State of the Art on Neural Rendering},
	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}}

@inproceedings{Wu16nips_latent_3d,
	Author = {Wu, Jiajun and Zhang, Chengkai and Xue, Tianfan and Freeman, Bill and Tenenbaum, Josh},
	Booktitle = {Advances in neural information processing systems},
	Pages = {82--90},
	Title = {Learning a probabilistic latent space of object shapes via {3D} generative-adversarial modeling},
	Year = {2016}}

@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{Yang20cvpr_SurfelGAN,
	Author = {Yang, Zhenpei and Chai, Yuning and Anguelov, Dragomir and Zhou, Yin and Sun, Pei and Erhan, Dumitru and Rafferty, Sean and Kretzschmar, Henrik},
	Booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
	Pages = {11118--11127},
	Title = {SurfelGAN: Synthesizing Realistic Sensor Data for Autonomous Driving},
	Year = {2020}}

@article{Yariv20neurips_MVNeuralSurfaceRecon,
	Archiveprefix = {arXiv},
	Author = {Lior Yariv and Yoni Kasten and Dror Moran and Meirav Galun and Matan Atzmon and Ronan Basri and Yaron Lipman},
	Journal = {https://arxiv.org/abs/2003.09852},
	Title = {Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance},
	Year = {2020}}

@article{YenChen20arxiv_iNeRF,
	Archiveprefix = {arXiv},
	Author = {Lin Yen-Chen and Pete Florence and Jonathan 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{YenChen20github_awesome_NeRF,
	Author = {Lin Yen-Chen},
	Journal = {https://github.com/yenchenlin/awesome-NeRF},
	Title = {Awesome Neural Radiance Fields},
	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{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}}

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