中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [21]
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期刊论文 [50]
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PDD: Pruning Neural Networks During Knowledge Distillation
期刊论文
OAI收割
COGNITIVE COMPUTATION, 2024, 页码: 11
作者:
Dan, Xi
;
Yang, Wenjie
;
Zhang, Fuyan
;
Zhou, Yihang
;
Yu, Zhuojun
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/12/06
Knowledge distillation
Model pruning
Model compression
An adaptive joint optimization framework for pruning and quantization
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 17
作者:
Li, Xiaohai
;
Yang, Xiaodong
;
Zhang, Yingwei
;
Yang, Jianrong
;
Chen, Yiqiang
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/12/06
Model compression
Network pruning
Quantization
Mutual learning
Multi-teacher knowledge distillation
Fpar: filter pruning via attention and rank enhancement for deep convolutional neural networks acceleration
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 13
作者:
Chen, Yanming
;
Wu, Gang
;
Shuai, Mingrui
;
Lou, Shubin
;
Zhang, Yiwen
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/05/20
Neural network
Model compression
Filter pruning
Attention
Rank enhancement
CNNs
ABCP: Automatic Blockwise and Channelwise Network Pruning via Joint Search
期刊论文
OAI收割
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:18/0
  |  
提交时间:2023/12/21
Joint search
model compression
pruning
reinforcement learning
A Coordinated Model Pruning and Mapping Framework for RRAM-Based DNN Accelerators
期刊论文
OAI收割
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 7, 页码: 2364-2376
作者:
Qu, Songyun
;
Li, Bing
;
Zhao, Shixin
;
Zhang, Lei
;
Wang, Ying
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/12/04
AutoML
bit-pruning
deep neural networks (DNNs)
resistive random access memory (RRAM)
TBERT: Dynamic BERT Inference with Top-k Based Predictors
会议论文
OAI收割
Antwerp, Belgium, 2023-4-17
作者:
Liu, Zejian
;
Zhao, Kun
;
Cheng, Jian
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/06/19
Transformer
Dynamic Inference
Pruning
BitXpro: Regularity-Aware Hardware Runtime Pruning for Deep Neural Networks
期刊论文
OAI收割
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 卷号: 31, 期号: 1, 页码: 90-103
作者:
Li, Hongyan
;
Lu, Hang
;
Wang, Haoxuan
;
Deng, Shengji
;
Li, Xiaowei
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/07/12
Deep learning accelerator
deep neural network (DNN)
hardware runtime pruning
Towards Automatic Model Compression via A Unified Two-Stage Framework
期刊论文
OAI收割
Pattern Recognition (PR), 2023, 卷号: 140, 页码: 109527
作者:
Weihan Chen
;
Peisong Wang
;
Jian Cheng
  |  
收藏
  |  
浏览/下载:13/0
  |  
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
OAI收割
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
作者:
Nan-Fei Jiang
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/04/23
Deep learning
convolutional neural network (CNN)
model compression and acceleration
network pruning
regularization
Effective Model Compression via Stage-wise Pruning
期刊论文
OAI收割
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
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/04/23
Automated machine learning (AutoML), channel pruning, model compression, distillation, convolutional neural networks (CNN)