Causal-DFQ: Causality Guided Data-free Network Quantization

Causal-DFQ: Causality Guided Data-free Network Quantization

24 September 2023

Ramana Rao Kompella

Yan Yan

Papers citing "Causal-DFQ: Causality Guided Data-free Network Quantization"

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 Unified Layer-Channel Awareness Inpyo Hong Youngwan Jo Hyojeong Lee Sunghyun Ahn Sanghyun Park MQ 60 0 0 24 Mar 2025
Efficient Multitask Dense Predictor via Binarization Yuzhang Shang Dan Xu Gaowen Liu Ramana Rao Kompella Yan Yan MQ AAML 32 1 0 23 May 2024
MIM4DD: Mutual Information Maximization for Dataset Distillation Yuzhang Shang Zhihang Yuan Yan Yan DD 35 13 0 27 Dec 2023
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 26 5 0 05 Oct 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 70 70 0 14 Feb 2022
Style-Aware Normalized Loss for Improving Arbitrary Style Transfer Jiaxin Cheng Ayush Jaiswal Yue Wu P. Natarajan Premkumar Natarajan 96 43 0 18 Apr 2021
Distilling Causal Effect of Data in Class-Incremental Learning Xinting Hu Kaihua Tang C. Miao Xiansheng Hua Hanwang Zhang CML 176 175 0 02 Mar 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