Hard Sample Matters a Lot in Zero-Shot Quantization

Hard Sample Matters a Lot in Zero-Shot Quantization

24 March 2023

Bo Han

Papers citing "Hard Sample Matters a Lot in Zero-Shot Quantization"

13 / 13 papers shown

Title
Semantics Prompting Data-Free Quantization for Low-Bit Vision Transformers Yunshan Zhong Yuyao Zhou Yuxin Zhang Shen Li Yong Li Fei Chao Zhanpeng Zeng Rongrong Ji MQ 89 0 0 31 Dec 2024
Self-calibration for Language Model Quantization and Pruning Miles Williams G. Chrysostomou Nikolaos Aletras MQ 57 0 0 22 Oct 2024
Infrared Domain Adaptation with Zero-Shot Quantization Burak Sevsay Erdem Akagündüz VLM MQ 16 0 0 25 Aug 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 38 43 0 23 Feb 2024
Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting Rong Dai Yonggang Zhang Ang Li Tongliang Liu Xun Yang Bo Han FedML 74 12 0 23 Feb 2024
Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models Xuewen Liu Zhikai Li Junrui Xiao Qingyi Gu MQ 29 13 0 09 Jan 2024
Robustness-Guided Image Synthesis for Data-Free Quantization Jianhong Bai Yuchen Yang Huanpeng Chu Hualiang Wang Zuo-Qiang Liu Ruizhe Chen Xiaoxuan He Lianrui Mu Chengfei Cai Haoji Hu DiffM MQ 13 3 0 05 Oct 2023
Dynamic Shuffle: An Efficient Channel Mixture Method Kaijun Gong Zhuowen Yin Yushu Li K. Guo Xiangmin Xu 15 0 0 04 Oct 2023
SEAM: Searching Transferable Mixed-Precision Quantization Policy through Large Margin Regularization Chen Tang Kai Ouyang Zenghao Chai Yunpeng Bai Yuan Meng Zhi Wang Wenwu Zhu MQ 21 9 0 14 Feb 2023
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation Cong Guo Yuxian Qiu Jingwen Leng Xiaotian Gao Chen Zhang Yunxin Liu Fan Yang Yuhao Zhu Minyi Guo MQ 58 67 0 14 Feb 2022
Diversifying Sample Generation for Accurate Data-Free Quantization Xiangguo Zhang Haotong Qin Yifu Ding Ruihao Gong Qing Yan Renshuai Tao Yuhang Li F. Yu Xianglong Liu MQ 52 89 0 01 Mar 2021
Forward and Backward Information Retention for Accurate Binary Neural Networks Haotong Qin Ruihao Gong Xianglong Liu Mingzhu Shen Ziran Wei F. Yu Jingkuan Song MQ 117 321 0 24 Sep 2019
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017