"data-free quantization" Papers

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MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity

Kanghyun Choi, Hyeyoon Lee, Dain Kwon et al.

AAAI 2025paperarXiv:2407.20021
7
citations

OuroMamba: A Data-Free Quantization Framework for Vision Mamba

Akshat Ramachandran, Mingyu Lee, Huan Xu et al.

ICCV 2025arXiv:2503.10959
4
citations

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

Yunshan Zhong, Yuyao Zhou, Yuxin Zhang et al.

ICCV 2025arXiv:2412.16553

GenQ: Quantization in Low Data Regimes with Generative Synthetic Data

YUHANG LI, Youngeun Kim, Donghyun Lee et al.

ECCV 2024arXiv:2312.05272
6
citations

Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications

Zixuan Hu, Yongxian Wei, Li Shen et al.

ICML 2024arXiv:2510.27186
8
citations