Compressive Neural Representations of Volumetric Scalar Fields

11 April 2021

Yuzhe Lu

Papers citing "Compressive Neural Representations of Volumetric Scalar Fields"

22 / 22 papers shown

Title
From Cluster to Desktop: A Cache-Accelerated INR framework for Interactive Visualization of Tera-Scale Data Daniel Zavorotny Qi Wu David Bauer Kwan-Liu Ma 29 0 0 25 Apr 2025
iVR-GS: Inverse Volume Rendering for Explorable Visualization via Editable 3D Gaussian Splatting Kaiyuan Tang Siyuan Yao Chaoli Wang 3DGS 46 1 0 24 Apr 2025
Explorable INR: An Implicit Neural Representation for Ensemble Simulation Enabling Efficient Spatial and Parameter Exploration Yi-Tang Chen Haoyu Li Neng Shi Xihaier Luo Wei-ping Xu Han-Wei Shen 44 0 0 01 Apr 2025
Multi-Tier Preservation of Discrete Morse Smale Complexes in Error-Bounded Lossy Compression Yuxiao Li Xin Liang Xin Liang Bei Wang Hanqi Guo 21 0 0 25 Sep 2024
Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network Tianyu Xiong Skylar W. Wurster Hanqi Guo Tom Peterka Han-Wei Shen UQCV 53 1 0 26 Jul 2024
Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data Atul Kumar S. Garg Soumya Dutta 53 0 0 23 Jul 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
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 22 23 0 05 Dec 2023
SRN-SZ: Deep Leaning-Based Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks Jinyang Liu Sheng Di Sian Jin Kai Zhao Xin Liang Zizhong Chen Franck Cappello 29 8 0 07 Sep 2023
Neural Stream Functions Skylar W. Wurster Hanqi Guo Tom Peterka Han-Wei Shen 24 0 0 16 Jul 2023
Photon Field Networks for Dynamic Real-Time Volumetric Global Illumination David Bauer Qi Wu Kwan-Liu Ma 23 1 0 14 Apr 2023
HyperINR: A Fast and Predictive Hypernetwork for Implicit Neural Representations via Knowledge Distillation Qi Wu David Bauer Yuyang Chen Kwan-Liu Ma 31 14 0 09 Apr 2023
Distributed Neural Representation for Reactive in situ Visualization Qi Wu J. Insley V. Mateevitsi S. Rizzi M. Papka Kwan-Liu Ma 24 1 0 28 Mar 2023
Generalizable Implicit Neural Representations via Instance Pattern Composers Chiheon Kim Doyup Lee Saehoon Kim Minsu Cho Wook-Shin Han AI4CE 20 24 0 23 Nov 2022
TINC: Tree-structured Implicit Neural Compression Runzhao Yang Tingxiong Xiao Yuxiao Cheng J. Suo Qionghai Dai 33 11 0 12 Nov 2022
Compressing multidimensional weather and climate data into neural networks La-mei Huang Torsten Hoefler AI4CE 49 30 0 22 Oct 2022
Interactive Volume Visualization via Multi-Resolution Hash Encoding based Neural Representation Qi Wu David Bauer Michael J. Doyle Kwan-Liu Ma 3DH 39 19 0 23 Jul 2022
Accelerated Probabilistic Marching Cubes by Deep Learning for Time-Varying Scalar Ensembles Mengjiao Han Tushar M. Athawale D. Pugmire Chris R. Johnson 30 8 0 15 Jul 2022
Variable Bitrate Neural Fields Towaki Takikawa Alex Evans Jonathan Tremblay Thomas Müller M. McGuire Alec Jacobson Sanja Fidler 32 128 0 15 Jun 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 35 36 0 13 Apr 2022
Fast Neural Representations for Direct Volume Rendering S. Weiss Philipp Hermüller Rüdiger Westermann 24 40 0 02 Dec 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 49 613 0 22 Nov 2021