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VLP: A Survey on Vision-language Pre-training 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 38-56
Authors:  Fei-Long Chen
Adobe PDF(1427Kb)  |  Favorite  |  View/Download:14/1  |  Submit date:2023/01/18
Vision and language  pre-training  transformers  multimodal learning  representation learning  
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:9/1  |  Submit date:2023/01/18
Federated learning  privacy-preserving machine learning  security  decentralized learning  intellectual property protection  
广域多目标实时探测技术研究 学位论文
, 2022
Authors:  龙宪磊
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高速视觉  目标检测  机械粒子滤波  视觉反馈  广域监控  
Dual-discriminator adversarial framework for data-free quantization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 67-77
Authors:  Li, Zhikai;  Ma, Liping;  Long, Xianlei;  Xiao, Junrui;  Gu, Qingyi
Adobe PDF(1512Kb)  |  Favorite  |  View/Download:31/4  |  Submit date:2022/11/21
Model compression  Quantized neural networks  Data-free quantization  
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
Authors:  Yang, Yukuan;  Chi, Xiaowei;  Deng, Lei;  Yan, Tianyi;  Gao, Feng;  Li, Guoqi
Favorite  |  View/Download:22/0  |  Submit date:2022/11/21
Full 8-bit quantization  Network without batch normalization  Small batch  Online training  Resource-limited devices  
面向低功耗的语音增强与分离算法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  黄雅婷
Adobe PDF(3433Kb)  |  Favorite  |  View/Download:105/6  |  Submit date:2022/09/14
语音增强与分离  脉冲神经网络  模型压缩  听觉感知恢复  
Compressing Speaker Extraction Model with Ultra-low Precision Quantization and Knowledge Distillation 期刊论文
Neural Networks, 2022, 卷号: 154, 页码: 13-21
Authors:  Yating Huang;  Yunzhe Hao;  Jiaming Xu;  Bo Xu
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面向视觉注意力模型的定点量化加速算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  李哲鑫
Adobe PDF(2261Kb)  |  Favorite  |  View/Download:82/7  |  Submit date:2022/06/15
定点量化  模型压缩  模型加速  视觉注意力模型  混合精度  
深度卷积神经网络量化表示研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  贺翔宇
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量化表示  特征学习  二值化  深度卷积神经网络  
CellNet: A Lightweight Model towards Accurate LOC-Based High-Speed Cell Detection 期刊论文
ELECTRONICS, 2022, 卷号: 11, 期号: 9, 页码: 20
Authors:  Long, Xianlei;  Ishii, Idaku;  Gu, Qingyi
Adobe PDF(1681Kb)  |  Favorite  |  View/Download:46/2  |  Submit date:2022/07/25
cell detection  high-speed vision  convolutional neural network (CNN)  efficient convolutional block  medical image analysis