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ABCP: Automatic Blockwise and Channelwise Network Pruning via Joint Search
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1560-1573
作者:
Li, Jiaqi
;
Li, Haoran
;
Chen, Yaran
;
Ding, Zixiang
;
Li, Nannan
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/12/21
Joint search
model compression
pruning
reinforcement learning
TinyNeRF: Towards 100 times Compression of Volume Radiance Fields
会议论文
线上, 2023-02
作者:
Zhao TL(赵天理)
;
Chen JY(陈嘉园)
;
Leng C(冷聪)
;
Cheng J(程健)
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  |  
浏览/下载:10/0
  |  
提交时间:2023/06/21
Neural Radiance Fields
Discrete Cosine Transformation
Frequency Domain
Dense Attention: A Densely Connected Attention Mechanism for Vision Transformer
会议论文
Queensland, Australia, June 18 - 23, 2023
作者:
Nannan Li
;
Yaran Chen
;
Dongbin Zhao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/06/28
TBERT: Dynamic BERT Inference with Top-k Based Predictors
会议论文
Antwerp, Belgium, 2023-4-17
作者:
Liu, Zejian
;
Zhao, Kun
;
Cheng, Jian
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/06/19
Transformer
Dynamic Inference
Pruning
Towards Automatic Model Compression via A Unified Two-Stage Framework
期刊论文
Pattern Recognition (PR), 2023, 卷号: 140, 页码: 109527
作者:
Weihan Chen
;
Peisong Wang
;
Jian Cheng
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  |  
浏览/下载:6/0
  |  
提交时间:2023/06/20
Deep Neural Networks
Model Compression
Quantization
Pruning
Pruning-aware Sparse Regularization for Network Pruning
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
作者:
Nan-Fei Jiang
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  |  
浏览/下载:13/0
  |  
提交时间:2023/01/18
Deep learning
convolutional neural network (CNN)
model compression and acceleration
network pruning
regularization
Effective Model Compression via Stage-wise Pruning
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 937-951
作者:
Ming-Yang Zhang, Xin-Yi Yu, Lin-Lin Ou
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浏览/下载:0/0
  |  
提交时间:2023/11/23
Automated machine learning (AutoML), channel pruning, model compression, distillation, convolutional neural networks (CNN)
QSFM: Model Pruning Based on Quantified Similarity Between Feature Maps for AI on Edge
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 23, 页码: 24506-24515
作者:
Wang, Zidu
;
Liu, Xuexin
;
Huang, Long
;
Chen, Yunqing
;
Zhang, Yufei
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  |  
浏览/下载:11/0
  |  
提交时间:2023/02/22
Tensors
Internet of Things
Convolution
Three-dimensional displays
Quantization (signal)
Hardware
Training
Edge computing
filter pruning
Internet of Things (IoT)
model compression
neural networks
Pruning the Communication Bandwidth between Reinforcement Learning Agents through Causal Inference: An Innovative Approach to Designing a Smart Grid Power System
期刊论文
SENSORS, 2022, 卷号: 22, 期号: 20, 页码: 24
作者:
Zhang, Xianjie
;
Liu, Yu
;
Li, Wenjun
;
Gong, Chen
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  |  
浏览/下载:11/0
  |  
提交时间:2022/11/21
smart grid
deep reinforcement learning
cooperative agents
communication
causal model
estimating ITE
variational auto-encoder
A modified YOLOv4 detection method for a vision-based underwater garbage cleaning robot
期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2022, 卷号: 23, 期号: 8, 页码: 1217-1228
作者:
Tian, Manjun
;
Li, Xiali
;
Kong, Shihan
;
Wu, Licheng
;
Yu, Junzhi
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/11/14
Object detection
Aquatic environment
Garbage cleaning robot
Modified YOLOv4
TP242
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