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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
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| 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
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| 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
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| 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 |