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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
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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
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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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Submit date:2022/12/13
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
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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
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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
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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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Submit date:2022/09/17
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
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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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Submit date:2022/06/13
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
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Submit date:2022/07/25
cell detection
high-speed vision
convolutional neural network (CNN)
efficient convolutional block
medical image analysis