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| PSAQ-ViT V2: Toward Accurate and General Data-Free Quantization for Vision Transformers 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 12
Authors: Li, Zhikai ; Chen, Mengjuan; Xiao, Junrui; Gu, Qingyi
  Favorite | View/Download：10/0 | Submit date：2023/11/17
Data-free quantization model compression patch similarity quantized vision transformers (ViTs) |
| ZBS：Zero-shot Background Subtraction via Instance-level Background Modeling and Foreground Selection 会议论文
, 加拿大温哥华, 2023-6-18到2023-6-22
Authors: 安永琪; 赵旭; 于涛; 郭海云; 赵朝阳; 唐明; 王金桥
 Adobe PDF(4738Kb) | Favorite | View/Download：106/23 | Submit date：2023/04/25 |
| 面向人脸鉴伪应用场景的模型优化技术研究 学位论文
, 2023
Authors: 卓文琦
Adobe PDF(8920Kb) | Favorite | View/Download：61/4 | Submit date：2023/06/20
人脸伪造 人脸鉴伪 轻量模型 无数据模型压缩 终身学习 |
| 基于量化的神经网络加速压缩算法研究 学位论文
, 2023
Authors: 陈维汉
Adobe PDF(10338Kb) | Favorite | View/Download：66/7 | Submit date：2023/06/19
深度神经网络 模型加速压缩 量化 剪枝 |
| 基于定点量化和稀疏的神经网络加速与压缩 学位论文
, 2023
Authors: 许伟翔
Adobe PDF(3472Kb) | Favorite | View/Download：68/6 | Submit date：2023/06/11
低比特量化 结构化剪枝 模型压缩 深度卷积神经网络 |
| 基于软硬件协同设计的深度学习模型压缩与加速 学位论文
, 2023
Authors: 刘泽健
Adobe PDF(10064Kb) | Favorite | View/Download：54/3 | Submit date：2023/06/18
软硬件协同设计 模型压缩 DNN 加速器 自动化优化 |
| TBERT: Dynamic BERT Inference with Top-k Based Predictors 会议论文
, Antwerp, Belgium, 2023-4-17
Authors: Liu, Zejian; Zhao, Kun; Cheng, Jian
Adobe PDF(3426Kb) | Favorite | View/Download：41/9 | Submit date：2023/06/19
Transformer Dynamic Inference Pruning |
| 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
Authors: Wang, Peisong; Chen, Weihan; He, Xiangyu; Chen, Qiang; Liu, Qingshan; Cheng, Jian
Adobe PDF(921Kb) | Favorite | View/Download：81/6 | Submit date：2023/03/20
Deep neural networks compression quantization post-training quantization |
| Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors: Qiang Yang
Adobe PDF(2634Kb) | Favorite | View/Download：128/20 | Submit date：2023/01/18
Federated learning privacy-preserving machine learning security decentralized learning intellectual property protection |
| Resilient Time-Varying Formation-Tracking of Multi-UAV Systems Against Composite Attacks: A Two-Layered Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 969-984
Authors: Xin Gong; Michael V. Basin; Zhiguang Feng; Tingwen Huang; Yukang Cui
Adobe PDF(9350Kb) | Favorite | View/Download：62/11 | Submit date：2023/03/22
Composite attacks multi-UAV systems resilient control time-varying formation-tracking |
