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| Optimization-Based Post-Training Quantization With Bit-Split and Stitching 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2119-2135 作者: Wang, Peisong; Chen, Weihan; He, Xiangyu; Chen, Qiang; Liu, Qingshan; Cheng, Jian Adobe PDF(921Kb)  |  收藏  |  浏览/下载:157/43  |  提交时间:2023/03/20 Deep neural networks compression quantization post-training quantization |
| Towards Automatic Model Compression via A Unified Two-Stage Framework 期刊论文 Pattern Recognition (PR), 2023, 卷号: 140, 页码: 109527 作者: Weihan Chen; Peisong Wang; Jian Cheng Adobe PDF(765Kb)  |  收藏  |  浏览/下载:91/26  |  提交时间:2023/06/20 Deep Neural Networks Model Compression Quantization Pruning |
| DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy 会议论文 , 线上, 2022-2 作者: Cheng AD(程安达); Wang JX(王家兴); Zhang X(张希); Chen Q(谌强); Wang PS(王培松); Cheng J(程健) Adobe PDF(1135Kb)  |  收藏  |  浏览/下载:87/21  |  提交时间:2023/06/05 |
| Differentially Private Federated Learning with Local Regularization and Sparsification 会议论文 , 线上, 2022-6 作者: Cheng AD(程安达); Wang PS(王培松); Zhang X(张希); Cheng J(程健) Adobe PDF(312Kb)  |  收藏  |  浏览/下载:103/38  |  提交时间:2023/06/05 |
| Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13 作者: Wang, Peisong; He, Xiangyu; Cheng, Jian 收藏  |  浏览/下载:217/0  |  提交时间:2022/07/25 Quantization (signal) Deep learning Convolution Training Biological neural networks Optimization Neurons Acceleration binarized neural networks (BNNs) compression fixed-point quantization |
| Fixed-point Quantization for Vision Transformer 会议论文 , Beijing, China, 2021-10-22 作者: Zhexin, Li; Peisong Wang; Zhiyuan Wang; Jian Cheng Adobe PDF(940Kb)  |  收藏  |  浏览/下载:233/66  |  提交时间:2022/06/15 |
| Improving Extreme Low-bit Quantization with Soft Threshold 期刊论文 IEEE Transactions on Circuits and Systems for Video Technology, 2022, 页码: 1549 - 1563 作者: Xu WX(许伟翔); Wang PS(王培松); Cheng J(程健) Adobe PDF(2414Kb)  |  收藏  |  浏览/下载:72/26  |  提交时间:2023/06/20 |
| Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 14 作者: Wang, Peisong; Li, Fanrong; Li, Gang; Cheng, Jian 收藏  |  浏览/下载:176/0  |  提交时间:2022/01/27 Hardware acceleration image classification neural networks pruning software-hardware codesign |
| Towards Fully Sparse Training: Information Restoration with Spatial Similarity 会议论文 , Vancouver, British Columbia, Canada, 2022-04 作者: Xu WX(许伟翔); Wang PS(王培松); Cheng J(程健) Adobe PDF(556Kb)  |  收藏  |  浏览/下载:76/25  |  提交时间:2023/06/20 |
| Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization 会议论文 , 线上举办, 2021-10-11 作者: Weihan Chen; Peisong Wang; Jian Cheng Adobe PDF(696Kb)  |  收藏  |  浏览/下载:97/31  |  提交时间:2023/06/20 |