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2011.02166
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DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search
4 November 2020
Yushuo Guan
Ning Liu
Pengyu Zhao
Zhengping Che
Kaigui Bian
Yanzhi Wang
Jian Tang
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Papers citing
"DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search"
18 / 18 papers shown
Pruning Everything, Everywhere, All at Once
Gustavo Henrique do Nascimento
Ian Pons
A. H. R. Costa
Artur Jordao
266
1
0
04 Jun 2025
Adaptive Pruning of Deep Neural Networks for Resource-Aware Embedded Intrusion Detection on the Edge
Alexandre Broggi
Nathaniel Bastian
Lance Fiondella
Gokhan Kul
AAML
188
2
0
20 May 2025
Layer Pruning with Consensus: A Triple-Win Solution
IEEE Access (IEEE Access), 2024
Leandro Giusti Mugnaini
Carolina Tavares Duarte
Anna Helena Reali Costa
Artur Jordao
310
1
0
21 Nov 2024
SGLP: A Similarity Guided Fast Layer Partition Pruning for Compressing Large Deep Models
Yuqi Li
Yao Lu
Zhihong Zhu
Chuanguang Yang
Yihao Chen
Xin Yin
Yihao Chen
Jianping Gou
Yingli Tian
T. Huang
251
36
0
14 Oct 2024
A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs
Kiran Purohit
Anurag Parvathgari
Sourangshu Bhattacharya
VLM
261
1
0
22 Aug 2024
An Effective Information Theoretic Framework for Channel Pruning
Yihao Chen
Zefang Wang
323
12
0
14 Aug 2024
Effective Layer Pruning Through Similarity Metric Perspective
Ian Pons
Bruno Yamamoto
Anna Helena Reali Costa
Artur Jordao
319
5
0
27 May 2024
A Generalization of Continuous Relaxation in Structured Pruning
Brad Larson
Bishal Upadhyaya
Luke McDermott
Siddha Ganju
148
0
0
28 Aug 2023
CP
3
^3
3
: Channel Pruning Plug-in for Point-based Networks
Computer Vision and Pattern Recognition (CVPR), 2023
Yaomin Huang
Ning Liu
Zhengping Che
Zhiyuan Xu
Yaxin Peng
Chaomin Shen
Guixu Zhang
Xinmei Liu
Feifei Feng
Jian Tang
3DPC
290
21
0
23 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yang He
Lingao Xiao
3DPC
455
302
0
01 Mar 2023
All-in-One: A Highly Representative DNN Pruning Framework for Edge Devices with Dynamic Power Management
Yifan Gong
Zheng Zhan
Pu Zhao
Yushu Wu
Chaoan Wu
Caiwen Ding
Weiwen Jiang
Minghai Qin
Yanzhi Wang
196
9
0
09 Dec 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey
Dalin Zhang
Kaixuan Chen
Yan Zhao
B. Yang
Li-Ping Yao
Christian S. Jensen
369
7
0
22 Aug 2022
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution
European Conference on Computer Vision (ECCV), 2022
Yushu Wu
Yifan Gong
Pu Zhao
Yanyu Li
Zheng Zhan
Wei Niu
Hao Tang
Minghai Qin
Bin Ren
Yanzhi Wang
SupR
MQ
268
35
0
25 Jul 2022
DASS: Differentiable Architecture Search for Sparse neural networks
ACM Transactions on Embedded Computing Systems (TECS), 2022
H. Mousavi
Mohammad Loni
Mina Alibeigi
Masoud Daneshtalab
480
16
0
14 Jul 2022
Real-Time Portrait Stylization on the Edge
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Yanyu Li
Xuan Shen
Geng Yuan
Jiexiong Guan
Wei Niu
Hao Tang
Bin Ren
Yanzhi Wang
210
0
0
02 Jun 2022
Latency Adjustable Transformer Encoder for Language Understanding
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Sajjad Kachuee
M. Sharifkhani
675
1
0
10 Jan 2022
Exploring Gradient Flow Based Saliency for DNN Model Compression
ACM Multimedia (ACM MM), 2021
Xinyu Liu
Baopu Li
Daming Gao
Yixuan Yuan
FAtt
226
8
0
24 Oct 2021
CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Wenzheng Hu
Zhengping Che
Ning Liu
Mingyang Li
Jian Tang
Changshui Zhang
Jianqiang Wang
207
31
0
21 Oct 2021
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