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Data-Free Network Quantization With Adversarial Knowledge Distillation

Data-Free Network Quantization With Adversarial Knowledge Distillation

8 May 2020

Mostafa El-Khamy

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

19 / 69 papers shown

Title
Few-shot Backdoor Defense Using Shapley EstimationComputer Vision and Pattern Recognition (CVPR), 2021 Jiyang Guan Zhuozhuo Tu Xiao-Yu Zhang Dacheng Tao AAML 177 60 0 30 Dec 2021
$Up to 100$\times$ Faster Data-free Knowledge Distillation$ Up to 100 $\times$ Faster Data-free Knowledge Distillation Gongfan Fang Kanya Mo Xinchao Wang Mingli Song Shitao Bei Haofei Zhang Xiuming Zhang DD 133 4 0 12 Dec 2021
IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for Zero-Shot Network Quantization Mingliang Xu Mingbao Lin Gongrui Nan Jianzhuang Liu Baochang Zhang Yonghong Tian Rongrong Ji MQ 369 87 0 17 Nov 2021
Qimera: Data-free Quantization with Synthetic Boundary Supporting SamplesNeural Information Processing Systems (NeurIPS), 2021 Kanghyun Choi Deokki Hong Noseong Park Youngsok Kim Jinho Lee MQ 137 75 0 04 Nov 2021
Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data Gongfan Fang Yifan Bao Mingli Song Xinchao Wang Don Xie Chengchao Shen Xiuming Zhang 158 47 0 27 Oct 2021
Towards Data-Free Domain GeneralizationAsian Conference on Machine Learning (ACML), 2021 A. Frikha Haokun Chen Denis Krompass Thomas Runkler Volker Tresp OOD 299 15 0 09 Oct 2021
FedZKT: Zero-Shot Knowledge Transfer towards Resource-Constrained Federated Learning with Heterogeneous On-Device ModelsIEEE International Conference on Distributed Computing Systems (ICDCS), 2021 Lan Zhang Dapeng Wu Xiaoyong Yuan FedML 180 65 0 08 Sep 2021
Diverse Sample Generation: Pushing the Limit of Generative Data-free QuantizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Haotong Qin Yifu Ding Xiangguo Zhang Jinyang Guo Xianglong Liu Jiwen Lu DiffM MQ 107 84 0 01 Sep 2021
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic DataIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Kuluhan Binici N. Pham T. Mitra K. Leman 161 48 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 243 11 0 13 Jul 2021
Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay Yoojin Choi Mostafa El-Khamy Jungwon Lee CLL 122 47 0 17 Jun 2021
AutoReCon: Neural Architecture Search-based Reconstruction for Data-free CompressionInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Baozhou Zhu P. Hofstee J. Peltenburg Jinho Lee Zaid Al-Ars 140 25 0 25 May 2021
Contrastive Model Inversion for Data-Free Knowledge Distillation Gongfan Fang Mingli Song Xinchao Wang Chen Shen Xingen Wang Xiuming Zhang 129 95 0 18 May 2021
Integer-only Zero-shot Quantization for Efficient Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Sehoon Kim A. Gholami Z. Yao Nicholas Lee Patrick Wang Aniruddha Nrusimha Bohan Zhai Tianren Gao Michael W. Mahoney Kurt Keutzer MQ 155 30 0 31 Mar 2021
Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual InterpolationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Xiaoyang Qu Jianzong Wang Jing Xiao 89 15 0 23 Feb 2021
Generative Zero-shot Network Quantization Xiangyu He Qinghao Hu Peisong Wang Jian Cheng GAN MQ 159 26 0 21 Jan 2021
Data-Free Model ExtractionComputer Vision and Pattern Recognition (CVPR), 2020 Jean-Baptiste Truong Pratyush Maini R. Walls Nicolas Papernot MIACV 252 210 0 30 Nov 2020
MixMix: All You Need for Data-Free Compression Are Feature and Data MixingIEEE International Conference on Computer Vision (ICCV), 2020 Yuhang Li Feng Zhu Yazhe Niu Mingzhu Shen Xin Dong F. Yu Shaoqing Lu Shi Gu MQ 126 50 0 19 Nov 2020
Layer-Wise Data-Free CNN CompressionInternational Conference on Pattern Recognition (ICPR), 2020 Maxwell Horton Yanzi Jin Ali Farhadi Mohammad Rastegari MQ 115 19 0 18 Nov 2020