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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:5/0
  |  
提交时间:2023/12/21
Joint search
model compression
pruning
reinforcement learning
BViT: Broad Attention-Based Vision Transformer
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2023, 页码: 1 - 12
作者:
Nannan Li
;
Yaran Chen
;
Weifan Li
;
Zixiang Ding
;
Dongbin Zhao
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/06/27
Broad attention
broad connection
image classification
parameter-free attention
vision transformer
Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 0, 期号: 0, 页码: 0
作者:
Zixiang, Ding
;
Yaran, Chen
;
Nannan, Li
;
Dongbin, Zhao
;
C.L.Philip Chen,
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2022/01/07
broad neural architecture search, stacked broad convolutional neural network, knowledge embedding search, image classification.
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search
期刊论文
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 2022, 卷号: 0, 期号: 0, 页码: 0
作者:
Zixiang, Ding
;
Yaran, Chen
;
Nannan, Li
;
Dongbin, Zhao
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2022/01/07
Broad neural architecture search (BNAS), continuous relaxation, confident learning rate, partial channel connections, image classification.
Heuristic rank selection with progressively searching tensor ring network
期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 15
作者:
Li, Nannan
;
Pan, Yu
;
Chen, Yaran
;
Ding, Zixiang
;
Zhao, Dongbin
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/04/27
Tensor ring networks
Rank selection
Progressively search
Image classification
Effect of Trace Mg on Impact Toughness of 2.25Cr1Mo Steel Doped with 0.056% P at Medium Temperature Aging Process
期刊论文
METALS, 2021, 卷号: 11, 期号: 1, 页码: 16
作者:
Dong, Xin
;
Li, Xiaobing
;
Xing, Weiwei
;
Ding, Leilei
;
Ma, Yingche
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/03/15
2
25Cr1Mo steels
magnesium
phosphorus
auger electron instrument
grain boundary segregation
Device Placement Optimization for Deep Neural Networks via One-shot Model and Reinforcement Learning
会议论文
Canberra, Australia, December 1-4
作者:
Zixiang Ding
;
Yaran Chen
;
Nannan Li
;
Dongbin Zhao
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/10/19
Shift-Invariant Convolutional Network Search
会议论文
Glasgow, United Kingdom, 19-24 July
作者:
Nannan Li
;
Yaran Chen
;
Zixiang Ding
;
Dongbin Zhao
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/10/20
Neural architecture search, shift-invariant, multi-objective, low-pass filter, image classification
BNAS: Efficient Neural Architecture Search Using Broad Scalable Architecture
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 期号: 0, 页码: 0
作者:
Ding ZX(丁子祥)
;
Yaran, Chen
;
Nannan, Li
;
Dingbin, Zhao
;
Zhiquan, Sun
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2022/01/06
Broad convolutional neural network (BCNN), image classification, neural architecture search (NAS), reinforcement learning (RL)
Simplified Space Based Neural Architecture Search
会议论文
Xiamen, December 6-9
作者:
Zixiang Ding
;
Yaran Chen
;
Nannan Li
;
Dongbin Zhao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/10/19
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