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The recent advance of neural fields, such as neural radiance fields, has significantly pushed the boundary of scene representation learning.
An elementary primer for gauge theory
Keihachiro Moriyasu · 1983
Earlier work this paper cites.
The earth mover’s distance as a metric for image retrieval
Yossi Rubner, Carlo Tomasi, and Leonidas J Guibas · 2000
Earlier work this paper cites.
Optimized spatial hashing for collision detection of deformable objects
Matthias Teschner, Bruno Heidelberger, Matthias Müller, Danat Pomerantes, and Markus H Gross · 2003
Earlier work this paper cites.
General relativity
Robert M Wald · 2010
Earlier work this paper cites.
Estimating or propagating gradients through stochastic neurons for conditional computation
Yoshua Bengio, Nicholas Léonard, and Aaron Courville · 2013
Earlier work this paper cites.
Large-scale data for multiple-view stereopsis
Henrik Aanæs, Rasmus Ramsbøl Jensen, George Vogiatzis, Engin Tola, and Anders Bjorholm Dahl · 2016
Earlier work this paper cites.
f-gan: Training generative neural samplers using variational divergence minimization
Sebastian Nowozin, Botond Cseke, and Ryota Tomioka · 2016
Earlier work this paper cites.
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Aaron Van Den Oord, Oriol Vinyals, et al · 2017
Earlier work this paper cites.
Fast decoding in sequence models using discrete latent variables
Lukasz Kaiser, Samy Bengio, Aurko Roy, Ashish Vaswani, Niki Parmar, Jakob Uszkoreit, and Noam Shazeer · 2018
Earlier work this paper cites.
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Earlier work this paper cites.
Neural sparse voxel fields
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Earlier work this paper cites.
Deformable neural radiance fields
Keunhong Park, Utkarsh Sinha, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Steven M. Seitz, and Ricardo Martin-Brualla · 2020
Earlier work this paper cites.
Convolutional occupancy networks
Songyou Peng, Michael Niemeyer, Lars Mescheder, Marc Pollefeys, and Andreas Geiger · 2020
Earlier work this paper cites.
D-nerf: Neural radiance fields for dynamic scenes, 2020
Albert Pumarola, Enric Corona, Gerard Pons-Moll, and Francesc Moreno-Noguer · 2020
Earlier work this paper cites.
Graf: Generative radiance fields for 3d-aware image synthesis
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Baking neural radiance fields for real-time view synthesis
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Autoint: Automatic integration for fast neural volume rendering
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Nerf: Representing scenes as neural radiance fields for view synthesis
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Volume rendering of neural implicit surfaces
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Nerfactor: Neural factorization of shape and reflectance under an unknown illumination
Xiuming Zhang, Pratul P Srinivasan, Boyang Deng, Paul Debevec, William T Freeman, and Jonathan T Barron · 2021
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Efficient geometry-aware 3d generative adversarial networks
Eric R Chan, Connor Z Lin, Matthew A Chan, Koki Nagano, Boxiao Pan, Shalini De Mello, Orazio Gallo, Leonidas J Guibas, Jonathan Tremblay, Sameh Khamis, et al · 2022
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Tensorf: Tensorial radiance fields
Anpei Chen, Zexiang Xu, Andreas Geiger, Jingyi Yu, and Hao Su · 2022
Later among the works it cites.
Gram: Generative radiance manifolds for 3d-aware image generation
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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 Kaplanyan, and Markus Steinberger · 2021
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Giraffe: Representing scenes as compositional generative neural feature fields
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Unisurf: Unifying neural implicit surfaces and radiance fields for multi-view reconstruction
Michael Oechsle, Songyou Peng, and Andreas Geiger · 2021
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Animatable neural radiance fields for modeling dynamic human bodies
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Kilonerf: Speeding up neural radiance fields with thousands of tiny mlps
Christian Reiser, Songyou Peng, Yiyi Liao, and Andreas Geiger · 2021
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Pref: Phasorial embedding fields for compact neural representations
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Neural parameterization for dynamic human head editing
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Instant neural graphics primitives with a multiresolution hash encoding
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StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation
Roy Or-El, Xuan Luo, Mengyi Shan, Eli Shechtman, Jeong Joon Park, and Ira Kemelmacher-Shlizerman · 2022
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Direct voxel grid optimization: Super-fast convergence for radiance fields reconstruction
Cheng Sun, Min Sun, and Hwann-Tzong Chen · 2022
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Variable bitrate neural fields
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Disentangled3d: Learning a 3d generative model with disentangled geometry and appearance from monocular images
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