Data-Free Network Quantization With Adversarial Knowledge Distillation

Data-Free Network Quantization With Adversarial Knowledge Distillation

8 May 2020

Mostafa El-Khamy

Papers citing "Data-Free Network Quantization With Adversarial Knowledge Distillation"

19 / 69 papers shown

Title
IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for Zero-Shot Network Quantization Yunshan Zhong Mingbao Lin Gongrui Nan Jianzhuang Liu Baochang Zhang Yonghong Tian Rongrong Ji MQ 46 71 0 17 Nov 2021
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples Kanghyun Choi Deokki Hong Noseong Park Youngsok Kim Jinho Lee MQ 19 64 0 04 Nov 2021
Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data Gongfan Fang Yifan Bao Jie Song Xinchao Wang Don Xie Chengchao Shen Xiuming Zhang 43 44 0 27 Oct 2021
Towards Data-Free Domain Generalization A. Frikha Haokun Chen Denis Krompass Thomas Runkler Volker Tresp OOD 41 14 0 09 Oct 2021
FedZKT: Zero-Shot Knowledge Transfer towards Resource-Constrained Federated Learning with Heterogeneous On-Device Models Lan Zhang Dapeng Oliver Wu Xiaoyong Yuan FedML 38 47 0 08 Sep 2021
Diverse Sample Generation: Pushing the Limit of Generative Data-free Quantization Haotong Qin Yifu Ding Xiangguo Zhang Jiakai Wang Xianglong Liu Jiwen Lu DiffM MQ 21 49 0 01 Sep 2021
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data Kuluhan Binici N. Pham T. Mitra K. Leman 20 40 0 11 Aug 2021
Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks Xin Dong Hongxu Yin J. Álvarez Jan Kautz Pavlo Molchanov H. T. Kung MIACV 29 8 0 13 Jul 2021
Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay Yoojin Choi Mostafa El-Khamy Jungwon Lee CLL 19 41 0 17 Jun 2021
AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression Baozhou Zhu P. Hofstee J. Peltenburg Jinho Lee Zaid Al-Ars 22 22 0 25 May 2021
Contrastive Model Inversion for Data-Free Knowledge Distillation Gongfan Fang Jie Song Xinchao Wang Chen Shen Xingen Wang Xiuming Zhang 25 79 0 18 May 2021
Integer-only Zero-shot Quantization for Efficient Speech Recognition Sehoon Kim A. Gholami Z. Yao Nicholas Lee Patrick Wang Aniruddha Nrusimha Bohan Zhai Tianren Gao Michael W. Mahoney Kurt Keutzer MQ 18 23 0 31 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
Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation Xiaoyang Qu Jianzong Wang Jing Xiao 16 14 0 23 Feb 2021
Generative Zero-shot Network Quantization Xiangyu He Qinghao Hu Peisong Wang Jian Cheng GAN MQ 26 23 0 21 Jan 2021
Data-Free Model Extraction Jean-Baptiste Truong Pratyush Maini R. Walls Nicolas Papernot MIACV 15 181 0 30 Nov 2020
MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing Yuhang Li Feng Zhu Ruihao Gong Mingzhu Shen Xin Dong F. Yu Shaoqing Lu Shi Gu MQ 31 38 0 19 Nov 2020
Layer-Wise Data-Free CNN Compression Maxwell Horton Yanzi Jin Ali Farhadi Mohammad Rastegari MQ 19 17 0 18 Nov 2020
Universal Deep Neural Network Compression Yoojin Choi Mostafa El-Khamy Jungwon Lee MQ 83 85 0 07 Feb 2018