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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
 Adobe PDF(1728Kb) |  收藏 | 浏览/下载：87/20 | 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)
Adobe PDF(1919Kb) | 收藏 | 浏览/下载：100/45 | 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)
 Adobe PDF(2855Kb) | 收藏 | 浏览/下载：169/37 | 提交时间：2023/06/21
Neural Radiance Fields Discrete Cosine Transformation Frequency Domain |
| 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：107/33 | 提交时间：2023/06/20
Deep Neural Networks Model Compression Quantization Pruning |
| 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：80/25 | 提交时间：2023/06/20 |
| 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：75/26 | 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：113/35 | 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
Adobe PDF(3426Kb) | 收藏 | 浏览/下载：91/23 | 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
Adobe PDF(593Kb) | 收藏 | 浏览/下载：60/28 | 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)
Adobe PDF(312Kb) | 收藏 | 浏览/下载：111/42 | 提交时间：2023/06/05 |
