GenQ: Quantization in Low Data Regimes with Generative Synthetic Data

GenQ: Quantization in Low Data Regimes with Generative Synthetic Data

7 December 2023

Yuhang Li

Youngeun Kim

Priyadarshini Panda

Papers citing "GenQ: Quantization in Low Data Regimes with Generative Synthetic Data"

9 / 9 papers shown

Title
Zero-shot Quantization: A Comprehensive Survey Minjun Kim Jaehyeon Choi Jongkeun Lee Wonjin Cho U. Kang MQ 23 0 0 14 May 2025
GranQ: Granular Zero-Shot Quantization with Channel-Wise Activation Scaling in QAT Inpyo Hong Youngwan Jo Hyojeong Lee Sunghyun Ahn Sanghyun Park MQ 65 0 0 24 Mar 2025
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 85 159 0 21 Mar 2023
Adaptive Data-Free Quantization Biao Qian Yang Wang Richang Hong Meng Wang MQ 34 36 0 13 Mar 2023
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero Feng Yu Radu Timofte Luc Van Gool DiffM 233 1,355 0 24 Jan 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 348 1,593 0 10 Nov 2021
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 56 94 0 01 Mar 2021
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 191 1,027 0 06 Mar 2020
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 950 20,572 0 17 Apr 2017