Search Results for author: Mengjuan Chen

Found 2 papers, 2 papers with code

PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers

1 code implementation13 Sep 2022 Zhikai Li, Mengjuan Chen, Junrui Xiao, Qingyi Gu

In this paper, we propose PSAQ-ViT V2, a more accurate and general data-free quantization framework for ViTs, built on top of PSAQ-ViT.

Data Free Quantization Image Classification +4

Patch Similarity Aware Data-Free Quantization for Vision Transformers

1 code implementation4 Mar 2022 Zhikai Li, Liping Ma, Mengjuan Chen, Junrui Xiao, Qingyi Gu

The above insights guide us to design a relative value metric to optimize the Gaussian noise to approximate the real images, which are then utilized to calibrate the quantization parameters.

Data Free Quantization

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