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| MENet: A Memory-Based Network with Dual-Branch for Efficient Event Stream Processing 会议论文 , TELAVIV, 2022-6 作者: Linhui Sun ; Yifan Zhang ; Ke Cheng ; Jian Cheng ; Hanqing Lu![](/image/person.jpg)
Adobe PDF(1728Kb)  |   收藏  |  浏览/下载:111/26  |  提交时间:2024/01/22 Event-based model Dual-branch structure Memory bank |
| Multi-Granularity Pruning for Model Acceleration on Mobile Devices 会议论文 , 线上, 2022-07 作者: Zhao TL(赵天理) ; Zhang X(张希); Zhu WT(朱文涛); Wang JX(王家兴) ; Yang S(杨森); Liu J(刘季); Cheng J(程健)![](/image/person.jpg)
Adobe PDF(1919Kb)  |   收藏  |  浏览/下载:122/51  |  提交时间:2023/06/21 Deep Neural Networks Network Pruning Structured Pruning Non-structured Pruning Single Instruction Multiple Data |
| TinyNeRF: Towards 100 times Compression of Volume Radiance Fields 会议论文 , 线上, 2023-02 作者: Zhao TL(赵天理) ; Chen JY(陈嘉园); Leng C(冷聪) ; Cheng J(程健)![](/image/person.jpg)
Adobe PDF(2855Kb)  |   收藏  |  浏览/下载:183/38  |  提交时间:2023/06/21 Neural Radiance Fields Discrete Cosine Transformation Frequency Domain |
| 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![](/image/person.jpg)
Adobe PDF(696Kb)  |   收藏  |  浏览/下载:134/41  |  提交时间:2023/06/20 |
| TBERT: Dynamic BERT Inference with Top-k Based Predictors 会议论文 , Antwerp, Belgium, 2023-4-17 作者: Liu, Zejian ; Zhao, Kun ; Cheng, Jian![](/image/person.jpg)
Adobe PDF(3426Kb)  |   收藏  |  浏览/下载:104/27  |  提交时间:2023/06/19 Transformer Dynamic Inference Pruning |
| Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing 会议论文 Proceedings of the 2021 Design, Automation and Test in Europe, DATE 2021, Virtual, Online, 2021-2 作者: Liu, Zejian ; Li, Gang ; Cheng, Jian![](/image/person.jpg)
Adobe PDF(593Kb)  |   收藏  |  浏览/下载:62/29  |  提交时间:2023/06/19 |
| 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)![](/image/person.jpg)
Adobe PDF(312Kb)  |   收藏  |  浏览/下载:119/47  |  提交时间:2023/06/05 |
| 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)![](/image/person.jpg)
Adobe PDF(1135Kb)  |   收藏  |  浏览/下载:100/25  |  提交时间:2023/06/05 |
| 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![](/image/person.jpg)
Adobe PDF(940Kb)  |   收藏  |  浏览/下载:274/78  |  提交时间:2022/06/15 |
| Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA 会议论文 , Dresden, Germany, 2018 作者: Li, Gang ; Li, Fanrong ; Zhao, Tianli ; Cheng, Jian![](/image/person.jpg)
Adobe PDF(244Kb)  |   收藏  |  浏览/下载:136/48  |  提交时间:2022/06/14 |