171 related articles for article (PubMed ID: 30296213)
1. Shallowing Deep Networks: Layer-Wise Pruning Based on Feature Representations.
Chen S; Zhao Q
IEEE Trans Pattern Anal Mach Intell; 2019 Dec; 41(12):3048-3056. PubMed ID: 30296213
[TBL] [Abstract][Full Text] [Related]
2. ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions.
Gao H; Wang Z; Cai L; Ji S
IEEE Trans Pattern Anal Mach Intell; 2021 Aug; 43(8):2570-2581. PubMed ID: 32091991
[TBL] [Abstract][Full Text] [Related]
3. Differential Evolution Based Layer-Wise Weight Pruning for Compressing Deep Neural Networks.
Wu T; Li X; Zhou D; Li N; Shi J
Sensors (Basel); 2021 Jan; 21(3):. PubMed ID: 33525527
[TBL] [Abstract][Full Text] [Related]
4. Accelerating Convolutional Neural Networks by Removing Interspatial and Interkernel Redundancies.
Zeng L; Tian X
IEEE Trans Cybern; 2020 Feb; 50(2):452-464. PubMed ID: 30346299
[TBL] [Abstract][Full Text] [Related]
5. Hierarchical Threshold Pruning Based on Uniform Response Criterion.
Qian Y; He Z; Wang Y; Wang B; Ling X; Gu Z; Wang H; Zeng S; Swaileh W
IEEE Trans Neural Netw Learn Syst; 2023 Apr; PP():. PubMed ID: 37071515
[TBL] [Abstract][Full Text] [Related]
6. Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks.
He Y; Dong X; Kang G; Fu Y; Yan C; Yang Y
IEEE Trans Cybern; 2020 Aug; 50(8):3594-3604. PubMed ID: 31478883
[TBL] [Abstract][Full Text] [Related]
7. Filter pruning for convolutional neural networks in semantic image segmentation.
López-González CI; Gascó E; Barrientos-Espillco F; Besada-Portas E; Pajares G
Neural Netw; 2024 Jan; 169():713-732. PubMed ID: 37976595
[TBL] [Abstract][Full Text] [Related]
8. Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification.
Hajabdollahi M; Esfandiarpoor R; Najarian K; Karimi N; Samavi S; Reza Soroushmehr SM
Annu Int Conf IEEE Eng Med Biol Soc; 2019 Jul; 2019():970-973. PubMed ID: 31946055
[TBL] [Abstract][Full Text] [Related]
9. Dynamical Conventional Neural Network Channel Pruning by Genetic Wavelet Channel Search for Image Classification.
Chen L; Gong S; Shi X; Shang M
Front Comput Neurosci; 2021; 15():760554. PubMed ID: 34776916
[TBL] [Abstract][Full Text] [Related]
10. Cross-Entropy Pruning for Compressing Convolutional Neural Networks.
Bao R; Yuan X; Chen Z; Ma R
Neural Comput; 2018 Nov; 30(11):3128-3149. PubMed ID: 30216142
[TBL] [Abstract][Full Text] [Related]
11. Toward Compact ConvNets via Structure-Sparsity Regularized Filter Pruning.
Lin S; Ji R; Li Y; Deng C; Li X
IEEE Trans Neural Netw Learn Syst; 2020 Feb; 31(2):574-588. PubMed ID: 30990448
[TBL] [Abstract][Full Text] [Related]
12. A transfer learning with structured filter pruning approach for improved breast cancer classification on point-of-care devices.
Choudhary T; Mishra V; Goswami A; Sarangapani J
Comput Biol Med; 2021 Jul; 134():104432. PubMed ID: 33964737
[TBL] [Abstract][Full Text] [Related]
13. Optimizing the Deep Neural Networks by Layer-Wise Refined Pruning and the Acceleration on FPGA.
Li H; Yue X; Wang Z; Chai Z; Wang W; Tomiyama H; Meng L
Comput Intell Neurosci; 2022; 2022():8039281. PubMed ID: 35694575
[TBL] [Abstract][Full Text] [Related]
14. Filter Pruning via Measuring Feature Map Information.
Shao L; Zuo H; Zhang J; Xu Z; Yao J; Wang Z; Li H
Sensors (Basel); 2021 Oct; 21(19):. PubMed ID: 34640921
[TBL] [Abstract][Full Text] [Related]
15. Redundant feature pruning for accelerated inference in deep neural networks.
Ayinde BO; Inanc T; Zurada JM
Neural Netw; 2019 Oct; 118():148-158. PubMed ID: 31279285
[TBL] [Abstract][Full Text] [Related]
16. Redundancy-Aware Pruning of Convolutional Neural Networks.
Xie G
Neural Comput; 2020 Dec; 32(12):2532-2556. PubMed ID: 33080161
[TBL] [Abstract][Full Text] [Related]
17. A Pruning Method for Deep Convolutional Network Based on Heat Map Generation Metrics.
Zhang W; Wang N; Chen K; Liu Y; Zhao T
Sensors (Basel); 2022 Mar; 22(5):. PubMed ID: 35271168
[TBL] [Abstract][Full Text] [Related]
18. Fast Filter Pruning via Coarse-to-Fine Neural Architecture Search and Contrastive Knowledge Transfer.
Lee S; Song BC
IEEE Trans Neural Netw Learn Syst; 2023 Jan; PP():. PubMed ID: 37021856
[TBL] [Abstract][Full Text] [Related]
19. Soft Person Reidentification Network Pruning via Blockwise Adjacent Filter Decaying.
Wang X; Zheng Z; He Y; Yan F; Zeng Z; Yang Y
IEEE Trans Cybern; 2022 Dec; 52(12):13293-13307. PubMed ID: 34910650
[TBL] [Abstract][Full Text] [Related]
20. Implementation of Lightweight Convolutional Neural Networks via Layer-Wise Differentiable Compression.
Diao H; Hao Y; Xu S; Li G
Sensors (Basel); 2021 May; 21(10):. PubMed ID: 34065680
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
