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2011.00241
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Methods for Pruning Deep Neural Networks
IEEE Access (IEEE Access), 2020
31 October 2020
S. Vadera
Salem Ameen
3DPC
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HuggingFace (1 upvotes)
Papers citing
"Methods for Pruning Deep Neural Networks"
39 / 39 papers shown
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Dynamic Sensitivity Filter Pruning using Multi-Agent Reinforcement Learning For DCNN's
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158
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05 Sep 2025
Dimension reduction with structure-aware quantum circuits for hybrid machine learning
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120
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31 Jul 2025
PrunePEFT: Iterative Hybrid Pruning for Parameter-Efficient Fine-tuning of LLMs
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Zhuhao Zhang
Guanghui Zhu
Shen Jiang
Meikang Qiu
Yihua Huang
184
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09 Jun 2025
KairosAD: A SAM-Based Model for Industrial Anomaly Detection on Embedded Devices
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Franco Fummi
Luigi Capogrosso
176
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30 May 2025
MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks
Lotfi Abdelkrim Mecharbat
Alberto Marchisio
Mohamed Bennai
M. Ghassemi
Tuka Alhanai
508
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11 Feb 2025
Bayesian computation with generative diffusion models by Multilevel Monte Carlo
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Marcelo Pereyra
Luke Shaw
K. Zygalakis
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558
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23 Sep 2024
FAST GDRNPP: Improving the Speed of State-of-the-Art 6D Object Pose Estimation
Thomas Pöllabauer
Ashwin Pramod
Volker Knauthe
Michael Wahl
220
1
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18 Sep 2024
A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs
Kiran Purohit
Anurag Parvathgari
Sourangshu Bhattacharya
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270
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22 Aug 2024
Confident magnitude-based neural network pruning
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232
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Designing Extremely Memory-Efficient CNNs for On-device Vision Tasks
Asian Conference on Computer Vision (ACCV), 2024
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Yoel Park
Seulki Lee
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Memory Faults in Activation-sparse Quantized Deep Neural Networks: Analysis and Mitigation using Sharpness-aware Training
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169
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Diverse Subset Selection via Norm-Based Sampling and Orthogonality
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Raja Giryes
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347
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02 Jun 2024
Systematic construction of continuous-time neural networks for linear dynamical systems
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Felix Dietrich
W. Schilders
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315
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24 Mar 2024
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN
Biswadeep Chakraborty
Beomseok Kang
H. Kumar
Saibal Mukhopadhyay
384
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06 Mar 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends
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Mohsen Ansari
Mohammadamin Fazli
A. Ejlali
Muhammad Shafique
Joerg Henkel
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23 Feb 2024
Arbitrary-Scale Downscaling of Tidal Current Data Using Implicit Continuous Representation
IEEE Access (IEEE Access), 2024
Dongheon Lee
Seungmyong Jeong
Youngmin Ro
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273
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29 Jan 2024
Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation
IEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 2024
Yun-Wei Chu
Dong-Jun Han
Christopher G. Brinton
376
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15 Jan 2024
IoT in the Era of Generative AI: Vision and Challenges
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Xin Wang
Zhongwei Wan
Arvin Hekmati
M. Zong
Samiul Alam
Mi Zhang
Bhaskar Krishnamachari
319
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Enhancing Edge Intelligence with Highly Discriminant LNT Features
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Vinod K. Mishra
C.-C. Jay Kuo
220
10
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IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means
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Ambuj K. Singh
Francesco Bullo
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294
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Sree Harsha Nelaturu
Nishaanth Kanna Ravichandran
Cuong Tran
Sara Hooker
Ferdinando Fioretto
363
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Neural Network Pruning by Gradient Descent
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Ruyi Tao
Jiang Zhang
336
9
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21 Nov 2023
A Machine Learning-oriented Survey on Tiny Machine Learning
IEEE Access (IEEE Access), 2023
Luigi Capogrosso
Federico Cunico
D. Cheng
Franco Fummi
Marco Cristani
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455
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21 Sep 2023
FPGA Resource-aware Structured Pruning for Real-Time Neural Networks
International Conference on Field-Programmable Technology (ICFPT), 2023
Benjamin Ramhorst
Vladimir Loncar
George A. Constantinides
253
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Transferability of Winning Lottery Tickets in Neural Network Differential Equation Solvers
Edward Prideaux-Ghee
180
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Sa Ameen
Kangaranmulle Siriwardana
Theodoros Theodoridis
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130
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25 Apr 2023
Improving the Transferability of Adversarial Examples via Direction Tuning
Information Sciences (Inf. Sci.), 2023
Xiangyuan Yang
Jie Lin
Hanlin Zhang
Xinyu Yang
Peng Zhao
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325
20
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27 Mar 2023
Adversarial Attacks on Machine Learning in Embedded and IoT Platforms
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S. Pasricha
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208
3
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03 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A survey
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Yang He
Lingao Xiao
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469
318
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Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24 GHz Doppler Radar
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Kavinda Kehelella
Gayangana Leelarathne
Dhanuka Marasinghe
Nisal Kariyawasam
V. Ariyarathna
A. Madanayake
Ranga Rodrigo
Chamira U. S. Edussooriya
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187
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Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation
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Pedro J. Freire
A. Napoli
D. A. Ron
B. Spinnler
M. Anderson
W. Schairer
T. Bex
N. Costa
S. Turitsyn
Jaroslaw E. Prilepsky
360
42
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Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks
Tilman Raukur
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Stephen Casper
Dylan Hadfield-Menell
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868
182
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27 Jul 2022
On the Compression of Neural Networks Using
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\ell_0
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-Norm Regularization and Weight Pruning
Neural Networks (NN), 2021
F. Oliveira
E. Batista
R. Seara
228
15
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10 Sep 2021
Manipulating Identical Filter Redundancy for Efficient Pruning on Deep and Complicated CNN
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Xiaohan Ding
Tianxiang Hao
Jungong Han
Yuchen Guo
Guiguang Ding
195
20
0
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Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Mingbao Lin
Bohong Chen
Jiayi Ji
Rongrong Ji
VLM
289
29
0
14 Jul 2021
Filter Sketch for Network Pruning
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Mingbao Lin
Liujuan Cao
Shaojie Li
QiXiang Ye
Yonghong Tian
Jianzhuang Liu
Q. Tian
Rongrong Ji
CLIP
3DPC
414
101
0
23 Jan 2020
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