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added .bbl file for survey and pdf for a quick look
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\begin{thebibliography}{10}

\bibitem{MipNeRF360}
J.~T. Barron, B.~Mildenhall, D.~Verbin, P.~P. Srinivasan, and P.~Hedman.
\newblock Mip-nerf 360: Unbounded anti-aliased neural radiance fields.
\newblock In {\em Proceedings of the IEEE/CVF Conference on Computer Vision and
Pattern Recognition}, pages 5470--5479, 2022.

\bibitem{chen2024hac}
Y.~Chen, Q.~Wu, J.~Cai, M.~Harandi, and W.~Lin.
\newblock Hac: Hash-grid assisted context for 3d gaussian splatting
compression, 2024, 2403.14530.

\bibitem{chen2024far}
Y.~Chen, Q.~Wu, M.~Harandi, and J.~Cai.
\newblock How far can we compress instant-ngp-based nerf?
\newblock In {\em Proceedings of the IEEE/CVF Conference on Computer Vision and
Pattern Recognition}, pages 20321--20330, 2024.

\bibitem{fan2024lightgaussian}
Z.~Fan, K.~Wang, K.~Wen, Z.~Zhu, D.~Xu, and Z.~Wang.
\newblock Lightgaussian: Unbounded 3d gaussian compression with 15x reduction
and 200+ fps, 2024, 2311.17245.

\bibitem{fei20243d}
B.~Fei, J.~Xu, R.~Zhang, Q.~Zhou, W.~Yang, and Y.~He.
\newblock 3d gaussian splatting as new era: A survey.
\newblock {\em IEEE Transactions on Visualization and Computer Graphics}, 2024.

\bibitem{girish2024eagles}
S.~Girish, K.~Gupta, and A.~Shrivastava.
\newblock Eagles: Efficient accelerated 3d gaussians with lightweight
encodings, 2024, 2312.04564.

\bibitem{DeepBlending}
P.~Hedman, J.~Philip, T.~Price, J.-M. Frahm, G.~Drettakis, and G.~Brostow.
\newblock Deep blending for free-viewpoint image-based rendering.
\newblock {\em ACM Transactions on Graphics (ToG)}, 37(6):1--15, 2018.

\bibitem{hu2024gsplat}
J.~Hu, R.~Li, V.~Ye, and A.~Kanazawa.
\newblock gsplat compression, 2024.

\bibitem{kerbl3Dgaussians}
B.~Kerbl, G.~Kopanas, T.~Leimk{\"u}hler, and G.~Drettakis.
\newblock 3d gaussian splatting for real-time radiance field rendering.
\newblock {\em ACM Transactions on Graphics}, 42(4), July 2023.

\bibitem{TanksAndTemples}
A.~Knapitsch, J.~Park, Q.-Y. Zhou, and V.~Koltun.
\newblock Tanks and temples: Benchmarking large-scale scene reconstruction.
\newblock {\em ACM Transactions on Graphics}, 36(4), 2017.

\bibitem{lee2024compact}
J.~C. Lee, D.~Rho, X.~Sun, J.~H. Ko, and E.~Park.
\newblock Compact 3d gaussian representation for radiance field, 2024.

\bibitem{li2023compressing}
L.~Li, Z.~Shen, Z.~Wang, L.~Shen, and L.~Bo.
\newblock Compressing volumetric radiance fields to 1 mb.
\newblock In {\em Proceedings of the IEEE/CVF Conference on Computer Vision and
Pattern Recognition}, pages 4222--4231, 2023.

\bibitem{lu2024scaffold}
T.~Lu, M.~Yu, L.~Xu, Y.~Xiangli, L.~Wang, D.~Lin, and B.~Dai.
\newblock Scaffold-gs: Structured 3d gaussians for view-adaptive rendering,
2024.

\bibitem{mildenhall2020nerf}
B.~Mildenhall, P.~P. Srinivasan, M.~Tancik, J.~T. Barron, R.~Ramamoorthi, and
R.~Ng.
\newblock Nerf: Representing scenes as neural radiance fields for view
synthesis.
\newblock In {\em ECCV}, 2020.

\bibitem{SyntheticNeRF}
B.~Mildenhall, P.~P. Srinivasan, M.~Tancik, J.~T. Barron, R.~Ramamoorthi, and
R.~Ng.
\newblock Nerf: Representing scenes as neural radiance fields for view
synthesis.
\newblock {\em Communications of the ACM}, 65(1):99--106, 2021.

\bibitem{morgenstern2024compact}
W.~Morgenstern, F.~Barthel, A.~Hilsmann, and P.~Eisert.
\newblock Compact 3d scene representation via self-organizing gaussian grids,
2024, 2312.13299.

\bibitem{navaneet2023compact3d}
K.~Navaneet, K.~P. Meibodi, S.~A. Koohpayegani, and H.~Pirsiavash.
\newblock Compact3d: Compressing gaussian splat radiance field models with
vector quantization, 2024, 2311.18159.

\bibitem{niedermayr2024compressed}
S.~Niedermayr, J.~Stumpfegger, and R.~Westermann.
\newblock Compressed 3d gaussian splatting for accelerated novel view
synthesis, 2024.

\bibitem{papantonakis2024reducing}
P.~Papantonakis, G.~Kopanas, B.~Kerbl, A.~Lanvin, and G.~Drettakis.
\newblock Reducing the memory footprint of 3d gaussian splatting.
\newblock {\em Proceedings of the ACM on Computer Graphics and Interactive
Techniques}, 7(1):1--17, May 2024.

\bibitem{sun2024f3dgs}
X.~Sun, J.~C. Lee, D.~Rho, J.~H. Ko, U.~Ali, and E.~Park.
\newblock F-3dgs: Factorized coordinates and representations for 3d gaussian
splatting, 2024, 2405.17083.

\bibitem{wang2024end}
H.~Wang, H.~Zhu, T.~He, R.~Feng, J.~Deng, J.~Bian, and Z.~Chen.
\newblock End-to-end rate-distortion optimized 3d gaussian representation,
2024, 2406.01597.

\bibitem{wu2024implicit}
M.~Wu and T.~Tuytelaars.
\newblock Implicit gaussian splatting with efficient multi-level tri-plane
representation.
\newblock {\em arXiv preprint arXiv:2408.10041}, 2024.

\bibitem{wu2024recent}
T.~Wu, Y.-J. Yuan, L.-X. Zhang, J.~Yang, Y.-P. Cao, L.-Q. Yan, and L.~Gao.
\newblock Recent advances in 3d gaussian splatting.
\newblock {\em Computational Visual Media}, pages 1--30, 2024.

\bibitem{xie2024mesongs}
S.~Xie, W.~Zhang, C.~Tang, Y.~Bai, R.~Lu, S.~Ge, and Z.~Wang.
\newblock Mesongs: Post-training compression of 3d gaussians via efficient
attribute transformation.
\newblock In {\em European Conference on Computer Vision}. Springer, 2024.

\end{thebibliography}
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