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Reparameterizing and dynamically quantizing image features for image generation
期刊论文
PATTERN RECOGNITION, 2024, 卷号: 146, 页码: 11
作者:
Sun, Mingzhen
;
Wang, Weining
;
Zhu, Xinxin
;
Liu, Jing
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/12/21
Vector quantization
Variational auto-encoder
Unconditional image generation
Text-to-image generation
Autoregressive generation
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
作者:
Li, Zhikai
;
Chen, Mengjuan
;
Xiao, Junrui
;
Gu, Qingyi
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/17
Data-free quantization
model compression
patch similarity
quantized vision transformers (ViTs)
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
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/06/20
Deep Neural Networks
Model Compression
Quantization
Pruning
Snake net with a neural network for detecting multiple phases in the phase diagram
期刊论文
PHYSICAL REVIEW E, 2023, 卷号: 107, 期号: 6, 页码: 65303
作者:
Sun, Xiaodong
;
Yang, Huijiong
;
Wu, Nan
;
Scott, T. C.
;
Zhang, Jie
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  |  
浏览/下载:5/0
  |  
提交时间:2023/12/07
QUANTIZATION
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:27/0
  |  
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
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
作者:
Yang, Yukuan
;
Chi, Xiaowei
;
Deng, Lei
;
Yan, Tianyi
;
Gao, Feng
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/11/21
Full 8-bit quantization
Network without batch normalization
Small batch
Online training
Resource-limited devices
Dual-discriminator adversarial framework for data-free quantization
期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 67-77
作者:
Li, Zhikai
;
Ma, Liping
;
Long, Xianlei
;
Xiao, Junrui
;
Gu, Qingyi
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/11/21
Model compression
Quantized neural networks
Data-free quantization
Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:
Wang, Peisong
;
He, Xiangyu
;
Cheng, Jian
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  |  
浏览/下载:43/0
  |  
提交时间:2022/07/25
Quantization (signal)
Deep learning
Convolution
Training
Biological neural networks
Optimization
Neurons
Acceleration
binarized neural networks (BNNs)
compression
fixed-point quantization
LARGE N LIMIT OF THE O(N) LINEAR SIGMA MODEL VIA STOCHASTIC QUANTIZATION
期刊论文
ANNALS OF PROBABILITY, 2022, 卷号: 50, 期号: 1, 页码: 131-202
作者:
Shen, Hao
;
Smith, Scott A.
;
Zhu, Rongchan
;
Zhu, Xiangchan
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/04/29
O(N) linear sigma model
Phi(4)
mean-field limit
stochastic quantization
space-time white noise
Quantization control for flexible manipulators with PDE model
期刊论文
ASIAN JOURNAL OF CONTROL, 2021, 页码: 16
作者:
Wang, Jiacheng
;
Yang, Hongjun
;
Liu, Jinkun
;
Wang, Shuquan
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2021/12/28
boundary control
distributed control
flexible manipulator system
PDE model
quantization control
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