Towards Accurate Post-Training Quantization of Vision Transformers via Error Reduction

Post-training quantization (PTQ) for vision transformers (ViTs) has received increasing attention from both academic and industrial communities due to its minimal data needs and high time efficiency. However, many current methods fail to account for the complex interactions between quantized weights...

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Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 4 vom: 15. Apr., Seite 2676-2692
Auteur principal:	Zhong, Yunshan (Auteur)
Autres auteurs:	Huang, You, Hu, Jiawei, Zhang, Yuxin, Ji, Rongrong
Format:	Article en ligne
Langue:	English
Publié:	2025
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article