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3D Gaussian Splatting (3DGS) achieves impressive quality and rendering speed, but with millions of 3D Gaussians and significant storage and transmission costs.
Volume rendering
Drebin, R. A.; Carpenter, L.; and Hanrahan, P. 1988 · 1988
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Extended tanh-function method and its applications to nonlinear equations
Fan, E. 2000 · 2000
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The JPEG 2000 still image compression standard
Skodras, A.; Christopoulos, C.; Ebrahimi, T.; and Ebrahimi, T. 2001 · 2000
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The global k-means clustering algorithm
Likas, A.; Vlassis, N.; Verbeek, J. J.; and Verbeek, J. J. 2003 · 2003
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Tanks and temples: Benchmarking large-scale scene reconstruction
Knapitsch, A.; Park, J.; Zhou, Q.-Y.; and Koltun, V. 2017 · 2017
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Deep blending for free-viewpoint image-based rendering
Hedman, P.; Philip, J.; Price, T.; Frahm, J.-M.; Drettakis, G.; and Brostow, G. 2018 · 2018
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Stereo magnification: Learning view synthesis using multiplane images
Zhou, T.; Tucker, R.; Flynn, J.; Fyffe, G.; and Snavely, N. 2018 · 2018
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A view synthesis-based 360° VR caching system over MEC-enabled C-RAN
Dai, J.; Zhang, Z.; Mao, S.; and Liu, D. 2019 · 2019
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NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
Mildenhall, B.; Srinivasan, P. P.; Tancik, M.; Barron, J. T.; Ramamoorthi, R.; and Ng, R. 2020 · 2020
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Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields
Barron, J. T.; Mildenhall, B.; Tancik, M.; Hedman, P.; Martin-Brualla, R.; and Srinivasan, P. P. 2021 · 2021
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Kilonerf: Speeding up neural radiance fields with thousands of tiny mlps
Reiser, C.; Peng, S.; Liao, Y.; and Geiger, A. 2021 · 2021
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Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
Barron, J. T.; Mildenhall, B.; Verbin, D.; Srinivasan, P. P.; and Hedman, P. 2022 · 2022
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Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
Müller, T.; Evans, A.; Schied, C.; and Keller, A. 2022 · 2022
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RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs
Niemeyer, M.; Barron, J. T.; Mildenhall, B.; Sajjadi, M. S.; Geiger, A.; and Radwan, N. 2022 · 2022
Cited alongside, same era.
Dreamfusion: Text-to-3d using 2d diffusion
Poole, B.; Jain, A.; Barron, J. T.; and Mildenhall, B. 2022 · 2022
Cited alongside, same era.
Lightgaussian: Unbounded 3d gaussian compression with 15x reduction and 200+ fps
Fan, Z.; Wang, K.; Wen, K.; Zhu, Z.; Xu, D.; and Wang, Z. 2023 · 2023
Cited alongside, same era.
Eagles: Efficient accelerated 3d gaussians with lightweight encodings
Girish, S.; Gupta, K.; Gupta, K.; and Shrivastava, A. 2023 · 2023
Cited alongside, same era.
Tri-miprf: Tri-mip representation for efficient anti-aliasing neural radiance fields
Hu, W.; Wang, Y.; Ma, L.; Yang, B.; Gao, L.; Liu, X.; and Ma, Y. 2023 · 2023
Lagrangian Hashing for Compressed Neural Field Representations
Govindarajan, S.; Sambugaro, Z.; Takikawa, T.; Rebain, D.; Sun, W.; Conci, N.; Yi, K. M.; Tagliasacchi, A.; et al. 2024 · 2024
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Analytic-Splatting: Anti-Aliased 3D Gaussian Splatting via Analytic Integration
Liang, Z.; Zhang, Q.; Hu, W.; Feng, Y.; Zhu, L.; and Jia, K. 2024 · 2024
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SwinGS: Sliding Window Gaussian Splatting for Volumetric Video Streaming with Arbitrary Length
Liu, B.; and Banerjee, S. 2024 · 2024
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Compgs: Efficient 3d scene representation via compressed gaussian splatting
Liu, X.; Wu, X.; Zhang, P.; Wang, S.; Li, Z.; and Kwong, S. 2024 · 2024
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Scaffold-gs: Structured 3d gaussians for view-adaptive rendering
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Cited alongside, same era.
3D Gaussian Splatting for Real-Time Radiance Field Rendering
Kerbl, B.; Kopanas, G.; Leimkühler, T.; and Drettakis, G. 2023 · 2023
Cited alongside, same era.
Compact 3d scene representation via self-organizing gaussian grids
Morgenstern, W.; Barthel, F.; Hilsmann, A.; and Eisert, P. 2023 · 2023
Cited alongside, same era.
Nerfstudio: A Modular Framework for Neural Radiance Field Development
Tancik, M.; Weber, E.; Ng, E.; Li, R.; Yi, B.; Kerr, J.; Wang, T.; Kristoffersen, A.; Austin, J.; Salahi, K.; Ahuja, A.; McAllister, D.; and Kanazawa, A. 2023 · 2023
Cited alongside, same era.
ELMGS: Enhancing memory and computation scaLability through coMpression for 3D Gaussian Splatting
Ali, M. S.; Bae, S.-H.; and Tartaglione, E. 2024 · 2024
Cited alongside, same era.
Lightweight Predictive 3D Gaussian Splats
Cao, J.; Goel, V.; Wang, C.; Kag, A.; Hu, J.; Korolev, S.; Jiang, C.; Tulyakov, S.; and Ren, J. 2024 · 2024
Cited alongside, same era.
HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression
Chen, Y.; Wu, Q.; Lin, W.; Harandi, M.; and Cai, J. 2024 · 2024
Cited alongside, same era.
Trim 3D Gaussian Splatting for Accurate Geometry Representation
Fan, L.; Yang, Y.; Li, M.; Li, H.; and Zhang, Z. 2024 · 2024
Cited alongside, same era.
Lu, T.; Yu, M.; Xu, L.; Xiangli, Y.; Wang, L.; Lin, D.; and Dai, B. 2024 · 2024
Later among the works it cites.
Compressed 3d gaussian splatting for accelerated novel view synthesis
Niedermayr, S.; Stumpfegger, J.; Stumpfegger, J.; and Westermann, R. 2024 · 2024
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F-3dgs: Factorized coordinates and representations for 3d gaussian splatting
Sun, X.; Lee, J. C.; Rho, D.; Ko, J. H.; Ali, U.; and Park, E. 2024 · 2024
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MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation
Xie, S.; Zhang, W.; Tang, C.; Bai, Y.; Lu, R.; Ge, S.; and Wang, Z. 2024 · 2024
Later among the works it cites.
Mip-splatting: Alias-free 3d gaussian splatting
Yu, Z.; Chen, A.; Huang, B.; Sattler, T.; and Geiger, A. 2024 · 2024
Later among the works it cites.
Fregs: 3d gaussian splatting with progressive frequency regularization
Zhang, J.; Zhan, F.; Xu, M.; Lu, S.; and Xing, E. 2024 · 2024
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Compression in 3D Gaussian Splatting: A Survey of Methods, Trends, and Future Directions
Salman Ali, M.; Zhang, C.; Cagnazzo, M.; Valenzise, G.; Tartaglione, E.; and Bae, S.-H. 2025 · 2025
Closest in time.
CAT-3DGS: A context-adaptive triplane approach to rate-distortion-optimized 3DGS compression
Zhan, Y.-T.; Ho, C.-Y.; Yang, H.; Chen, Y.-H.; Chiang, J. C.; Liu, Y.-L.; and Peng, W.-H. 2025 · 2025
Closest in time.