Compressing Explicit Voxel Grid Representations: fast NeRFs become also small

23 October 2022

Papers citing "Compressing Explicit Voxel Grid Representations: fast NeRFs become also small"

44 / 44 papers shown

Title
Efficient Neural Video Representation with Temporally Coherent Modulation Seungjun Shin S. Kim Dokwan Oh 42 0 0 01 May 2025
Exploring Kernel Transformations for Implicit Neural Representations Sheng Zheng Chaoning Zhang Dongshen Han Fachrina Dewi Puspitasari Xinhong Hao Yang Yang H. Shen 39 0 0 07 Apr 2025
BitHEP -- The Limits of Low-Precision ML in HEP Claudius Krause Daohan Wang Ramon Winterhalder 43 0 0 04 Apr 2025
4DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint Video Qiang Hu Zihan Zheng Houqiang Zhong Sihua Fu Li-Na Song XiaoyunZhang Guangtao Zhai Yanfeng Wang 3DGS 45 0 0 24 Mar 2025
Improving Adaptive Density Control for 3D Gaussian Splatting Glenn Grubert Florian Barthel A. Hilsmann Peter Eisert 3DGS 63 0 0 18 Mar 2025
Compression in 3D Gaussian Splatting: A Survey of Methods, Trends, and Future Directions Muhammad Salman Ali Chaoning Zhang Marco Cagnazzo Giuseppe Valenzise Enzo Tartaglione Sung-Ho Bae 3DGS 80 1 0 26 Feb 2025
GoDe: Gaussians on Demand for Progressive Level of Detail and Scalable Compression Francesco Di Sario Riccardo Renzulli Marco Grangetto Akihiro Sugimoto Enzo Tartaglione 3DGS 56 3 0 23 Jan 2025
6DOPE-GS: Online 6D Object Pose Estimation using Gaussian Splatting Yufeng Jin V. Prasad Snehal Jauhri Mathias Franzius Georgia Chalvatzaki 3DGS 92 0 0 02 Dec 2024
ELMGS: Enhancing memory and computation scaLability through coMpression for 3D Gaussian Splatting Muhammad Salman Ali Sung-Ho Bae Enzo Tartaglione 3DGS 45 7 0 30 Oct 2024
Content-Aware Radiance Fields: Aligning Model Complexity with Scene Intricacy Through Learned Bitwidth Quantization Wei Liu Xue Xian Zheng Jingyi Yu Xin Lou MQ 34 0 0 25 Oct 2024
Fast Feedforward 3D Gaussian Splatting Compression Yihang Chen Qianyi Wu Mengyao Li Weiyao Lin Mehrtash Harandi Jianfei Cai 3DGS 48 6 0 10 Oct 2024
MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation Shuzhao Xie Weixiang Zhang Chen Tang Yunpeng Bai Rongwei Lu Shijia Ge Zhi Wang 3DGS 44 11 0 15 Sep 2024
Implicit Gaussian Splatting with Efficient Multi-Level Tri-Plane Representation Minye Wu Tinne Tuytelaars 3DGS 42 10 0 19 Aug 2024
NGP-RT: Fusing Multi-Level Hash Features with Lightweight Attention for Real-Time Novel View Synthesis Yubin Hu Xiaoyang Guo Yang Xiao Jingwei Huang Yong-Jin Liu 61 0 0 15 Jul 2024
HPC: Hierarchical Progressive Coding Framework for Volumetric Video Zihan Zheng Houqiang Zhong Qiang Hu Xiaoyun Zhang Li-Na Song Ya Zhang Yanfeng Wang 37 3 0 12 Jul 2024
Explicit-NeRF-QA: A Quality Assessment Database for Explicit NeRF Model Compression Yuke Xing Qi Yang Kaifa Yang Yilin Xu Zhu Li 36 3 0 11 Jul 2024
Trimming the Fat: Efficient Compression of 3D Gaussian Splats through Pruning Muhammad Salman Ali Maryam Qamar Sung-Ho Bae Enzo Tartaglione 3DGS 40 11 0 26 Jun 2024
Neural NeRF Compression Tuan Pham Stephan Mandt 43 1 0 13 Jun 2024
How Far Can We Compress Instant-NGP-Based NeRF? Yihang Chen Qianyi Wu Mehrtash Harandi Jianfei Cai 28 15 0 06 Jun 2024
End-to-End Rate-Distortion Optimized 3D Gaussian Representation Henan Wang Hanxin Zhu Tianyu He Runsen Feng Jiajun Deng Jiang Bian Zhibo Chen 3DGS 28 24 0 09 Apr 2024
CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis Gyeongjin Kang Younggeun Lee Seungjun Oh Eunbyung Park VGen 35 1 0 07 Apr 2024
NeRFCodec: Neural Feature Compression Meets Neural Radiance Fields for Memory-Efficient Scene Representation Sicheng Li Hao Li Yiyi Liao Lu Yu 44 8 0 02 Apr 2024
HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression Yihang Chen Qianyi Wu Weiyao Lin Mehrtash Harandi Jianfei Cai 39 69 0 21 Mar 2024
Mini-Splatting: Representing Scenes with a Constrained Number of Gaussians Guangchi Fang Bing Wang 3DGS 42 63 0 21 Mar 2024
SPC-NeRF: Spatial Predictive Compression for Voxel Based Radiance Field Zetian Song Wenhong Duan Yuhuai Zhang Shiqi Wang Siwei Ma Wen Gao 25 2 0 26 Feb 2024
Compact 3D Scene Representation via Self-Organizing Gaussian Grids W. Morgenstern Florian Barthel A. Hilsmann Peter Eisert 3DGS 34 73 0 19 Dec 2023
SlimmeRF: Slimmable Radiance Fields Shiran Yuan Hao Zhao 38 8 0 15 Dec 2023
TeTriRF: Temporal Tri-Plane Radiance Fields for Efficient Free-Viewpoint Video Minye Wu Zehao Wang Georgios Kouros Tinne Tuytelaars 45 13 0 10 Dec 2023
VideoRF: Rendering Dynamic Radiance Fields as 2D Feature Video Streams Liao Wang Kaixin Yao Chengcheng Guo Zhirui Zhang Qiang Hu Jingyi Yu Lan Xu Minye Wu 3DH 34 12 0 03 Dec 2023
ECRF: Entropy-Constrained Neural Radiance Fields Compression with Frequency Domain Optimization Soonbin Lee Fangwen Shu Y. Sanchez Thomas Schierl C. Hellge 30 4 0 23 Nov 2023
Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis Simon Niedermayr Josef Stumpfegger Rüdiger Westermann 3DGS 33 106 0 17 Nov 2023
CAwa-NeRF: Instant Learning of Compression-Aware NeRF Features Omnia Mahmoud Théo Ladune Matthieu Gendrin 33 6 0 23 Oct 2023
Targeted Adversarial Attacks on Generalizable Neural Radiance Fields András Horváth C. M. Józsa AAML AI4CE 35 5 0 05 Oct 2023
Semantic-Human: Neural Rendering of Humans from Monocular Video with Human Parsing Jie Zhang Pengcheng Shi Zaiwang Gu Yi Zhou Zhaowei Wang 3DH 29 0 0 19 Aug 2023
Binary Radiance Fields S. Shin Jaesik Park AI4CE 23 27 0 13 Jun 2023
From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer Paradigm Kun Zhou Wenbo Li Nianjuan Jiang Xiaoguang Han Jiasen Lu 29 4 0 10 Jun 2023
Learn how to Prune Pixels for Multi-view Neural Image-based Synthesis Marta Milovanović Enzo Tartaglione Marco Cagnazzo F. Henry 35 0 0 05 May 2023
NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer Kun Zhou Wenbo Li Yi Wang T. Hu Nianjuan Jiang Xiaoguang Han Jiasen Lu 40 24 0 13 Mar 2023
MERF: Memory-Efficient Radiance Fields for Real-time View Synthesis in Unbounded Scenes Christian Reiser Richard Szeliski Dor Verbin Pratul P. Srinivasan B. Mildenhall Andreas Geiger Jonathan T. Barron Peter Hedman 42 224 0 23 Feb 2023
Masked Wavelet Representation for Compact Neural Radiance Fields Daniel Rho Byeonghyeon Lee Seungtae Nam J. Lee J. Ko Eunbyung Park 44 52 0 18 Dec 2022
Compressing Volumetric Radiance Fields to 1 MB Lingzhi Li Zhen Shen Zhongshu Wang Li Shen Liefeng Bo 33 65 0 29 Nov 2022
StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning Yihua Huang Yue He Yu-Jie Yuan Yu-Kun Lai Lin Gao 178 148 0 24 May 2022
SeReNe: Sensitivity based Regularization of Neurons for Structured Sparsity in Neural Networks Enzo Tartaglione Andrea Bragagnolo Francesco Odierna A. Fiandrotti Marco Grangetto 40 18 0 07 Feb 2021
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 203 1,242 0 22 Jul 2020