Variable Bitrate Neural Fields

15 June 2022

Sanja Fidler

Papers citing "Variable Bitrate Neural Fields"

50 / 102 papers shown

Title
EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS Sharath Girish Kamal Gupta Abhinav Shrivastava 3DGS 18 75 0 07 Dec 2023
C3: High-performance and low-complexity neural compression from a single image or video Hyunjik Kim Matthias Bauer Lucas Theis Jonathan Richard Schwarz Emilien Dupont VGen 20 23 0 05 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
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS Zhiwen Fan Kevin Wang Kairun Wen Zehao Zhu Dejia Xu Zhangyang Wang 3DGS 23 180 0 28 Nov 2023
Coordinate-Aware Modulation for Neural Fields J. Lee Daniel Rho Seungtae Nam Jong Hwan Ko Eunbyung Park 11 5 0 25 Nov 2023
ECRF: Entropy-Constrained Neural Radiance Fields Compression with Frequency Domain Optimization Soonbin Lee Fangwen Shu Y. Sanchez Thomas Schierl C. Hellge 20 4 0 23 Nov 2023
Compact 3D Gaussian Representation for Radiance Field J. Lee Daniel Rho Xiangyu Sun Jong Hwan Ko Eunbyung Park 3DGS 18 167 0 22 Nov 2023
Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis Simon Niedermayr Josef Stumpfegger Rüdiger Westermann 3DGS 20 102 0 17 Nov 2023
LightSpeed: Light and Fast Neural Light Fields on Mobile Devices Aarush Gupta Junli Cao Chaoyang Wang Ju Hu Sergey Tulyakov Jian Ren László A. Jeni 31 10 0 25 Oct 2023
CAwa-NeRF: Instant Learning of Compression-Aware NeRF Features Omnia Mahmoud Théo Ladune Matthieu Gendrin 15 5 0 23 Oct 2023
Real-Time Neural BRDF with Spherically Distributed Primitives Yishun Dou Zhong Zheng Qiaoqiao Jin Bingbing Ni Yugang Chen Junxiang Ke 3DH 18 1 0 12 Oct 2023
Neural Impostor: Editing Neural Radiance Fields with Explicit Shape Manipulation Ruiyang Liu Jinxu Xiang Bowen Zhao Ran Zhang Jingyi Yu Changxi Zheng AI4CE 20 10 0 09 Oct 2023
SHACIRA: Scalable HAsh-grid Compression for Implicit Neural Representations Sharath Girish Abhinav Shrivastava Kamal Gupta 29 23 0 27 Sep 2023
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions Z. Chen Zhong Li Liangchen Song Lele Chen Jingyi Yu Junsong Yuan Yinghao Xu 19 57 0 27 Sep 2023
Local Positional Encoding for Multi-Layer Perceptrons S. Fujieda A. Yoshimura Takahiro Harada 14 1 0 26 Sep 2023
Continuous Levels of Detail for Light Field Networks David Li Brandon Yushan Feng Amitabh Varshney 9 1 0 20 Sep 2023
Efficient Graphics Representation with Differentiable Indirection Sayantan Datta Carl S. Marshall Derek Nowrouzezahrai Zhao Dong Zhengqin Li 19 2 0 12 Sep 2023
3D Gaussian Splatting for Real-Time Radiance Field Rendering B. Kerbl Georgios Kopanas Thomas Leimkuehler G. Drettakis 3DGS 13 3,289 0 08 Aug 2023
PAPR: Proximity Attention Point Rendering Yanshun Zhang Shichong Peng Alireza Moazeni Ke Li 3DPC DiffM 19 8 0 20 Jul 2023
Binary Radiance Fields S. Shin Jaesik Park AI4CE 10 26 0 13 Jun 2023
Operator Learning with Neural Fields: Tackling PDEs on General Geometries Louis Serrano Lise Le Boudec Armand K. Koupai Thomas X. Wang Yuan Yin Jean-Noël Vittaut Patrick Gallinari AI4CE 13 32 0 12 Jun 2023
NERFBK: A High-Quality Benchmark for NERF-Based 3D Reconstruction A. Karami S. Rigon G. Mazzacca Ziyang Yan Fabio Remondino 14 0 0 09 Jun 2023
ATT3D: Amortized Text-to-3D Object Synthesis Jonathan Lorraine Kevin Xie Xiaohui Zeng Chen-Hsuan Lin Towaki Takikawa Nicholas Sharp Tsung-Yi Lin Ming-Yu Liu Sanja Fidler James Lucas DiffM 14 86 0 06 Jun 2023
Compact Real-time Radiance Fields with Neural Codebook Lingzhi Li Zhongshu Wang Zhen Shen Li Shen Ping Tan 10 4 0 29 May 2023
Random-Access Neural Compression of Material Textures Karthik Vaidyanathan Marco Salvi Bartlomiej Wronski T. Akenine-Moller P. Ebelin Aaron E. Lefohn 25 22 0 26 May 2023
Joint Optimization of Triangle Mesh, Material, and Light from Neural Fields with Neural Radiance Cache Jiakai Sun Zhanjie Zhang Tianyi Chu Guangyuan Li Lei Zhao Wei Xing 25 2 0 26 May 2023
NerfAcc: Efficient Sampling Accelerates NeRFs Ruilong Li Hang Gao Matthew Tancik Angjoo Kanazawa 25 85 0 08 May 2023
General Neural Gauge Fields Fangneng Zhan Lingjie Liu Adam Kortylewski Christian Theobalt AI4CE 22 12 0 05 May 2023
Neural Residual Radiance Fields for Streamably Free-Viewpoint Videos Liao Wang Qiang Hu Qihan He ZiYun Wang Jingyi Yu Tinne Tuytelaars Lan Xu Minye Wu 12 50 0 10 Apr 2023
Partial-View Object View Synthesis via Filtered Inversion Fan-Yun Sun Jonathan Tremblay Valts Blukis Kevin Qinghong Lin Danfei Xu ... Ruohan Zhang Yunzhu Li Jiajun Wu Marco Pavone Nick Haber 20 0 0 03 Apr 2023
Volumetric Attribute Compression for 3D Point Clouds using Feedforward Network with Geometric Attention Tam Thuc Do P. Chou Gene Cheung 3DPC 13 4 0 01 Apr 2023
CN-DHF: Compact Neural Double Height-Field Representations of 3D Shapes Eric Hedlin Jinfan Yang Nicholas Vining K. M. Yi Alla Sheffer 6 0 0 29 Mar 2023
SKED: Sketch-guided Text-based 3D Editing Aryan Mikaeili Or Perel Mehdi Safaee Daniel Cohen-Or Ali Mahdavi-Amiri DiffM 28 65 0 19 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 30 223 0 23 Feb 2023
Factor Fields: A Unified Framework for Neural Fields and Beyond Anpei Chen Zexiang Xu Xinyue Wei Siyu Tang Hao Su Andreas Geiger 35 58 0 02 Feb 2023
NDJIR: Neural Direct and Joint Inverse Rendering for Geometry, Lights, and Materials of Real Object K. Yoshiyama T. Narihira 3DV 24 1 0 02 Feb 2023
HexPlane: A Fast Representation for Dynamic Scenes Ang Cao Justin Johnson 19 424 0 23 Jan 2023
HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling Benjamin Attal Jia-Bin Huang Christian Richardt Michael Zollhoefer Johannes Kopf Matthew O'Toole Changil Kim 3DH 19 118 0 05 Jan 2023
FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos J. Lee Daniel Rho J. Ko Eunbyung Park 20 43 0 23 Dec 2022
Masked Wavelet Representation for Compact Neural Radiance Fields Daniel Rho Byeonghyeon Lee Seungtae Nam J. Lee J. Ko Eunbyung Park 14 52 0 18 Dec 2022
Compressing Volumetric Radiance Fields to 1 MB Lingzhi Li Zhen Shen Zhongshu Wang Li Shen Liefeng Bo 17 60 0 29 Nov 2022
ResNeRF: Geometry-Guided Residual Neural Radiance Field for Indoor Scene Novel View Synthesis Yuting Xiao Yiqun Zhao Yanyu Xu Shenghua Gao 11 5 0 26 Nov 2022
Efficient 3D Reconstruction, Streaming and Visualization of Static and Dynamic Scene Parts for Multi-client Live-telepresence in Large-scale Environments Leif Van Holland P. Stotko S. Krumpen Reinhard Klein Michael Weinmann 3DH 20 3 0 25 Nov 2022
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields Liangchen Song Anpei Chen Zhong Li Z. Chen Lele Chen Junsong Yuan Yi Tian Xu Andreas Geiger 125 124 0 28 Oct 2022
On Quantizing Implicit Neural Representations Cameron Gordon Shin-Fang Chng L. MacDonald Simon Lucey MQ 10 18 0 01 Sep 2022
NeuralVDB: High-resolution Sparse Volume Representation using Hierarchical Neural Networks Doyub Kim Minjae Lee Ken Museth 9 27 0 08 Aug 2022
Streamable Neural Fields Junwoo Cho Seungtae Nam Daniel Rho J. Ko Eunbyung Park AI4TS 20 17 0 20 Jul 2022
Discretization Invariant Networks for Learning Maps between Neural Fields Clinton Jia Wang Polina Golland 12 0 0 02 Jun 2022
Fast Dynamic Radiance Fields with Time-Aware Neural Voxels Jiemin Fang Taoran Yi Xinggang Wang Lingxi Xie Xiaopeng Zhang Wenyu Liu Matthias Nießner Qi Tian VGen 151 288 0 30 May 2022
LVAC: Learned Volumetric Attribute Compression for Point Clouds using Coordinate Based Networks Berivan Isik P. Chou S. Hwang Nick Johnston G. Toderici 3DPC 10 28 0 17 Nov 2021