Mitigating Artifacts in Pre-quantization Based Scientific Data Compressors with Quantization-aware Interpolation
Posterization artifact mitgation [Paper Link Pending]
Peer-reviewed papers and preprints covering error-bounded lossy compression, quantity-of-interest preservation, and large-scale HPC systems.
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Conference Papers
QPET: A Versatile and Portable Quantity-of-Interest-Preservation Framework for Error-Bounded Lossy Compression
A framework for preserving QoIs (quantities of interest) in error-bounded lossy compression. [Paper Link](https://dl.acm.org/doi/10.14778/3742728.3742739)
Improving the Efficiency of Interpolation-Based Scientific Data Compressors with Adaptive Quantization Index Prediction
Adaptive quantization index prediction improves interpolation-based scientific compressors. [Paper Link](https://ieeexplore.ieee.org/document/11078527)
Characterization and Detection of Artifacts for Error-Controlled Lossy Compressors
Characterizes artifacts and detection for error-controlled lossy compressors. [Paper Link](https://ieeexplore.ieee.org/document/10487052)
Toward Quantity-of-Interest Preserving Lossy Compression for Scientific Data
Toward QoI-preserving lossy compression for scientific data. [Paper Link](https://dl.acm.org/doi/10.14778/3574245.3574255)