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| 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：157/36 | 提交时间：2023/06/21
Neural Radiance Fields Discrete Cosine Transformation Frequency Domain |
| 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：84/22 | 提交时间：2023/06/19
Transformer Dynamic Inference Pruning |
| Efficient Accelerator/Network Co-Search with Circular Greedy Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II: EXPRESS BRIEFS, 2023, 页码: 1-5
作者: Liu, Zejian; Li, Gang; Cheng, Jian
Adobe PDF(1982Kb) | 收藏 | 浏览/下载：104/32 | 提交时间：2023/06/19
Accelerator/Network Co-Search Reinforcement Learning Performance Estimation Multi-objective Optimization |
| 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 |
| 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：234/66 | 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：81/31 | 提交时间：2023/06/21 |
| 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：85/36 | 提交时间：2023/06/21
Deep Neural Networks Network Pruning Structured Pruning Non-structured Pruning Single Instruction Multiple Data |
| 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：98/32 | 提交时间：2023/06/20 |
