Subset-Selection Weight Post-Training Quantization Method for Learned Image Compression Task

Post-training quantization(PTQ) has been widely studied in recent years because it does not require retraining the network or the entire training dataset. However, naively applying the PTQ method to quantize low-level image tasks such as learned image compression(LIC) usually incurs significant accu...

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Bibliographic Details
Main Authors: Jinru Yang, Xiaoqin Wang, Qiang Li, Shushan Qiao, Yumei Zhou
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10819398/
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