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1801.07365
Cited By
Learning to Prune Filters in Convolutional Neural Networks
23 January 2018
Qiangui Huang
S. Kevin Zhou
Suya You
Ulrich Neumann
VLM
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Papers citing
"Learning to Prune Filters in Convolutional Neural Networks"
50 / 75 papers shown
Resource-Aware Neural Network Pruning Using Graph-based Reinforcement Learning
Dieter Balemans
Thomas Huybrechts
Jan Steckel
Siegfried Mercelis
112
0
0
04 Sep 2025
Holistic Adversarially Robust Pruning
International Conference on Learning Representations (ICLR), 2024
Qi Zhao
Christian Wressnegger
257
13
0
19 Dec 2024
Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment
Alireza Ganjdanesh
Shangqian Gao
Heng-Chiao Huang
327
14
0
28 Mar 2024
Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization
International Conference on Artificial Intelligence and Soft Computing (ICAISC), 2023
Bogdan Musat
Razvan Andonie
163
0
0
08 Dec 2023
A Masked Pruning Approach for Dimensionality Reduction in Communication-Efficient Federated Learning Systems
Tamir L. S. Gez
Kobi Cohen
195
3
0
06 Dec 2023
Ada-QPacknet -- adaptive pruning with bit width reduction as an efficient continual learning method without forgetting
Marcin Pietroñ
Dominik Zurek
Kamil Faber
Roberto Corizzo
CLL
215
2
0
14 Aug 2023
UPSCALE: Unconstrained Channel Pruning
International Conference on Machine Learning (ICML), 2023
Alvin Wan
Hanxiang Hao
K. Patnaik
Yueyang Xu
Omer Hadad
David Guera
Zhile Ren
Qi Shan
159
5
0
17 Jul 2023
Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Peng Mi
Li Shen
Tianhe Ren
Weihao Ye
Tianshuo Xu
Xiaoshuai Sun
Tongliang Liu
Rongrong Ji
Dacheng Tao
AAML
243
2
0
30 Jun 2023
Learning Activation Functions for Sparse Neural Networks
Mohammad Loni
Aditya Mohan
Mehdi Asadi
Marius Lindauer
220
5
0
18 May 2023
CP-CNN: Core-Periphery Principle Guided Convolutional Neural Network
Lin Zhao
Haixing Dai
Zihao Wu
Dajiang Zhu
Tianming Liu
192
1
0
27 Mar 2023
Low Rank Optimization for Efficient Deep Learning: Making A Balance between Compact Architecture and Fast Training
Journal of Systems Engineering and Electronics (JSEE), 2023
Xinwei Ou
Zhangxin Chen
Ce Zhu
Yipeng Liu
206
9
0
22 Mar 2023
Rewarded meta-pruning: Meta Learning with Rewards for Channel Pruning
Athul Shibu
Abhishek Kumar
Heechul Jung
Dong-Gyu Lee
187
2
0
26 Jan 2023
A Rubric for Human-like Agents and NeuroAI
Philosophical Transactions of the Royal Society of London. Biological Sciences (Phil. Trans. R. Soc. B), 2022
Ida Momennejad
261
20
0
08 Dec 2022
Real-Time Online Skeleton Extraction and Gesture Recognition on Pepper
Axel Lefrant
Jean-Marc Montanier
SLR
183
1
0
22 Jun 2022
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges
Zhenghua Chen
Ruibing Jin
Alvin Chan
Xiaoli Li
Yew-Soon Ong
174
10
0
08 May 2022
Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction
Journal of Computer Science (JCS), 2021
Marcin Pietroñ
Dominik Zurek
158
18
0
28 Dec 2021
Equal Bits: Enforcing Equally Distributed Binary Network Weights
Yun-qiang Li
S. Pintea
Jan van Gemert
MQ
207
16
0
02 Dec 2021
Exploring Gradient Flow Based Saliency for DNN Model Compression
ACM Multimedia (ACM MM), 2021
Xinyu Liu
Baopu Li
Daming Gao
Yixuan Yuan
FAtt
149
9
0
24 Oct 2021
Evolving Transferable Neural Pruning Functions
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2021
Yuchen Liu
S. Kung
D. Wentzlaff
163
1
0
21 Oct 2021
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation
Sumanth Chennupati
Mohammad Mahdi Kamani
Zhongwei Cheng
Lin Chen
240
4
0
19 Oct 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
161
19
0
30 Jul 2021
Tight Compression: Compressing CNN Through Fine-Grained Pruning and Weight Permutation for Efficient Implementation
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2021
Xizi Chen
Jingyang Zhu
Jingbo Jiang
Chi-Ying Tsui
71
16
0
03 Apr 2021
Convolutional Neural Network Simplification with Progressive Retraining
Pattern Recognition Letters (PR), 2021
D. Osaku
J. Gomes
A. X. Falcão
106
5
0
12 Jan 2021
L2PF -- Learning to Prune Faster
International Conference on Computer Vision and Image Processing (ICCVIP), 2021
M. Vemparala
Nael Fasfous
Alexander Frickenstein
Mhd Ali Moraly
Aquib Jamal
Lukas Frickenstein
C. Unger
N. S. Nagaraja
W. Stechele
VLM
104
5
0
07 Jan 2021
The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics
Yael Ben-Guigui
Jacob Goldberger
Tammy Riklin-Raviv
169
0
0
07 Dec 2020
Rethinking Weight Decay For Efficient Neural Network Pruning
Journal of Imaging (JI), 2020
Hugo Tessier
Vincent Gripon
Mathieu Léonardon
M. Arzel
T. Hannagan
David Bertrand
293
29
0
20 Nov 2020
Effective Model Compression via Stage-wise Pruning
Mingyang Zhang
Xinyi Yu
Jingtao Rong
L. Ou
SyDa
241
1
0
10 Nov 2020
Filter Pruning using Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks
Kakeru Mitsuno
Takio Kurita
113
11
0
04 Nov 2020
Methods for Pruning Deep Neural Networks
IEEE Access (IEEE Access), 2020
S. Vadera
Salem Ameen
3DPC
239
168
0
31 Oct 2020
Holistic Filter Pruning for Efficient Deep Neural Networks
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Lukas Enderich
Fabian Timm
Wolfram Burgard
167
8
0
17 Sep 2020
Cascaded channel pruning using hierarchical self-distillation
Roy Miles
K. Mikolajczyk
124
8
0
16 Aug 2020
ALF: Autoencoder-based Low-rank Filter-sharing for Efficient Convolutional Neural Networks
Design Automation Conference (DAC), 2020
Alexander Frickenstein
M. Vemparala
Nael Fasfous
Laura Hauenschild
N. S. Nagaraja
C. Unger
W. Stechele
159
5
0
27 Jul 2020
MTP: Multi-Task Pruning for Efficient Semantic Segmentation Networks
IEEE International Conference on Multimedia and Expo (ICME), 2020
Xinghao Chen
Yiman Zhang
Yunhe Wang
VLM
178
17
0
16 Jul 2020
Gradient-only line searches to automatically determine learning rates for a variety of stochastic training algorithms
D. Kafka
D. Wilke
ODL
117
0
0
29 Jun 2020
Making Convolutions Resilient via Algorithm-Based Error Detection Techniques
S. Hari
Michael B. Sullivan
Timothy Tsai
S. Keckler
150
74
0
08 Jun 2020
Distillation of neural network models for detection and description of key points of images
A. V. Yashchenko
A. Belikov
M. Peterson
A. Potapov
107
2
0
18 May 2020
Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey
Jiayi Liu
S. Tripathi
Unmesh Kurup
Mohak Shah
3DPC
MedIm
181
62
0
08 May 2020
Kunster -- AR Art Video Maker -- Real time video neural style transfer on mobile devices
Wojciech Dudzik
Damian Kosowski
153
4
0
07 May 2020
Stage-Wise Neural Architecture Search
Artur Jordão
Fernando Akio
M. Lie
William Robson Schwartz
105
0
0
23 Apr 2020
SASL: Saliency-Adaptive Sparsity Learning for Neural Network Acceleration
Jun Shi
Jianfeng Xu
K. Tasaka
Zhibo Chen
177
25
0
12 Mar 2020
Retrain or not retrain? -- efficient pruning methods of deep CNN networks
International Conference on Conceptual Structures (ICCS), 2020
Marcin Pietroñ
Maciej Wielgosz
CVBM
182
21
0
12 Feb 2020
PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators
Design Automation Conference (DAC), 2020
Zhanhong Tan
Jiebo Song
Xiaolong Ma
S. Tan
Hongyang Chen
...
Yifu Wu
Shaokai Ye
Yanzhi Wang
Dehui Li
Kaisheng Ma
169
28
0
11 Feb 2020
Convolutional Neural Network Pruning Using Filter Attenuation
International Conference on Information Photonics (ICIP), 2020
Morteza Mousa Pasandi
M. Hajabdollahi
N. Karimi
S. Samavi
S. Shirani
3DPC
74
5
0
09 Feb 2020
Modeling of Pruning Techniques for Deep Neural Networks Simplification
Morteza Mousa Pasandi
M. Hajabdollahi
N. Karimi
S. Samavi
3DPC
143
23
0
13 Jan 2020
Graph Pruning for Model Compression
Mingyang Zhang
Xinyi Yu
Jingtao Rong
L. Ou
GNN
183
9
0
22 Nov 2019
Fine-Grained Neural Architecture Search
Heewon Kim
Seokil Hong
Bohyung Han
Heesoo Myeong
Kyoung Mu Lee
AI4CE
114
13
0
18 Nov 2019
Efficient Hardware Implementation of Incremental Learning and Inference on Chip
IEEE International New Circuits and Systems Conference (NEWCAS), 2019
G. B. Hacene
Vincent Gripon
Nicolas Farrugia
M. Arzel
M. Jézéquel
BDL
93
5
0
18 Nov 2019
Provable Filter Pruning for Efficient Neural Networks
International Conference on Learning Representations (ICLR), 2019
Lucas Liebenwein
Cenk Baykal
Harry Lang
Dan Feldman
Daniela Rus
VLM
3DPC
295
158
0
18 Nov 2019
Deep geometric knowledge distillation with graphs
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Carlos Lassance
Myriam Bontonou
G. B. Hacene
Vincent Gripon
Jian Tang
Antonio Ortega
180
42
0
08 Nov 2019
Building Efficient CNNs Using Depthwise Convolutional Eigen-Filters (DeCEF)
Yinan Yu
Samuel Scheidegger
T. McKelvey
196
3
0
21 Oct 2019
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