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| Asynchronous Event Processing with Local-Shift Graph Convolutional Network 会议论文 , WASHINGTON, 2023-2 作者: Linhui Sun; Yifan Zhang; Jian Cheng; Hanqing Lu Adobe PDF(386Kb)  |  收藏  |  浏览/下载:78/24  |  提交时间:2024/01/22 |
| 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:152/40  |  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:89/25  |  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:86/21  |  提交时间:2023/06/05 |
| Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1436-1447 作者: Li, Gang; Liu, Zejian; Li, Fanrong; Cheng, Jian Adobe PDF(4046Kb)  |  收藏  |  浏览/下载:228/21  |  提交时间:2022/06/10 Convolution Field programmable gate arrays System-on-chip Task analysis Random access memory Tensors Memory management Block convolution convolutional neural network (CNN) accelerator field-programmable gate array (FPGA) memory efficient off-chip transfer |
| 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:219/65  |  提交时间:2022/06/15 |
| Stacking More Linear Operations with Orthogonal Regularization to Learn Better 会议论文 , 线上会议, 2022-7 作者: Xu WX(许伟翔); Cheng J(程健) Adobe PDF(1126Kb)  |  收藏  |  浏览/下载:80/31  |  提交时间:2023/06/21 |
| 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:71/25  |  提交时间:2023/06/20 |
| 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:75/24  |  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:89/30  |  提交时间:2023/06/20 |