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Yuyao Zhou

2 accepted papers

2025

Semantic Alignment and Reinforcement for Data-Free Quantization of Vision Transformers

ICCV 2025poster

Data-free quantization (DFQ) enables model quantization without accessing real data, addressing concerns regarding data security and privacy. With the growing adoption of Vision Transformers (ViTs), DFQ for ViTs has garnered significant attention. However, existing DFQ methods exhibit two limitation…

2024

Learning Image Demoiréing from Unpaired Real Data

AAAI 2024technical

This paper focuses on addressing the issue of image demoiréing. Unlike the large volume of existing studies that rely on learning from paired real data, we attempt to learn a demoiréing model from unpaired real data, i.e., moiré images associated with irrelevant clean images. The proposed method, re…