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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