Exploring Autoencoder-based Error-bounded Compression for Scientific
Data

Exploring Autoencoder-based Error-bounded Compression for Scientific Data

25 May 2021

Dingwen Tao

Franck Cappello

Papers citing "Exploring Autoencoder-based Error-bounded Compression for Scientific Data"

10 / 10 papers shown

Title
GraphComp: Extreme Error-bounded Compression of Scientific Data via Temporal Graph Autoencoders Guozhong Li Muhannad Alhumaidi Spiros Skiadopoulos Ibrahim Hoteit Panos Kalnis AI4CE 29 0 0 08 May 2025
Multi-Tier Preservation of Discrete Morse Smale Complexes in Error-Bounded Lossy Compression Yuxiao Li Xin Liang Xin Liang Bei Wang Hanqi Guo 23 0 0 25 Sep 2024
GWLZ: A Group-wise Learning-based Lossy Compression Framework for Scientific Data Wenqi Jia Sian Jin Jinzhen Wang Wei Niu Dingwen Tao Miao Yin 32 3 0 20 Apr 2024
MSz: An Efficient Parallel Algorithm for Correcting Morse-Smale Segmentations in Error-Bounded Lossy Compressors Yuxiao Li Xin Liang Bei Wang Yongfeng Qiu Lin Yan Hanqi Guo 42 4 0 05 Apr 2024
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 35 8 0 07 Sep 2023
Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data Hieu Le Jián Tao AI4CE 29 2 0 09 Jul 2023
An autoencoder compression approach for accelerating large-scale inverse problems J. Wittmer Jacob Badger H. Sundar T. Bui-Thanh AI4CE 29 1 0 10 Apr 2023
IDLat: An Importance-Driven Latent Generation Method for Scientific Data Jingyi Shen Haoyu Li Jiayi Xu Ayan Biswas Han-Wei Shen MedIm DiffM 35 6 0 05 Aug 2022
SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors Xin Liang Kai Zhao Sheng Di Sihuan Li Robert Underwood ... Junjing Deng Jon C. Calhoun Dingwen Tao Zizhong Chen Franck Cappello 19 96 0 04 Nov 2021
Deep Hierarchical Super Resolution for Scientific Data Skylar W. Wurster Hanqi Guo Han-Wei Shen T. Peterka Jiayi Xu 25 13 0 30 May 2021