Training Quantized Deep Neural Networks via Cooperative Coevolution

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Training Quantized Deep Neural Networks via Cooperative Coevolution

23 December 2021

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Papers citing "Training Quantized Deep Neural Networks via Cooperative Coevolution"

19 / 19 papers shown

Title
Efficient Combinatorial Optimization for Word-level Adversarial Textual Attack Shengcai Liu Ning Lu Cheng Chen Ke Tang AAML 142 32 0 06 Sep 2021
Memetic Search for Vehicle Routing with Simultaneous Pickup-Delivery and Time Windows Shengcai Liu K. Tang Xin Yao 42 52 0 12 Nov 2020
Towards Unified INT8 Training for Convolutional Neural Network Feng Zhu Ruihao Gong F. Yu Xianglong Liu Yanfei Wang Zhelong Li Xiuqi Yang Junjie Yan MQ 92 152 0 29 Dec 2019
On Performance Estimation in Automatic Algorithm Configuration Shengcai Liu K. Tang Yunwen Lei Xin Yao 58 23 0 19 Nov 2019
Loss Aware Post-training Quantization Yury Nahshan Brian Chmiel Chaim Baskin Evgenii Zheltonozhskii Ron Banner A. Bronstein A. Mendelson MQ 93 166 0 17 Nov 2019
Positive-Unlabeled Compression on the Cloud Yixing Xu Yunhe Wang Hanting Chen Kai Han Chunjing Xu Dacheng Tao Chang Xu 30 56 0 21 Sep 2019
Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers Yukuan Yang Shuang Wu Lei Deng Tianyi Yan Yuan Xie Guoqi Li MQ 151 112 0 05 Sep 2019
Improving Neural Network Quantization without Retraining using Outlier Channel Splitting Ritchie Zhao Yuwei Hu Jordan Dotzel Christopher De Sa Zhiru Zhang OODD MQ 113 311 0 28 Jan 2019
Quantizing deep convolutional networks for efficient inference: A whitepaper Raghuraman Krishnamoorthi MQ 141 1,021 0 21 Jun 2018
RMDL: Random Multimodel Deep Learning for Classification Kamran Kowsari Mojtaba Heidarysafa Donald E. Brown K. Meimandi Laura E. Barnes VLM OOD 71 158 0 03 May 2018
Automatic Construction of Parallel Portfolios via Explicit Instance Grouping Shengcai Liu K. Tang Xin Yao 62 29 0 17 Apr 2018
Training and Inference with Integers in Deep Neural Networks Shuang Wu Guoqi Li F. Chen Luping Shi MQ 69 391 0 13 Feb 2018
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 369 27,253 0 20 Mar 2017
DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients Shuchang Zhou Yuxin Wu Zekun Ni Xinyu Zhou He Wen Yuheng Zou MQ 132 2,090 0 20 Jun 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 175 4,369 0 16 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
BinaryConnect: Training Deep Neural Networks with binary weights during propagations Matthieu Courbariaux Yoshua Bengio J. David MQ 214 2,993 0 02 Nov 2015
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 263 8,862 0 01 Oct 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 533 62,409 0 04 Jun 2015

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