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1812.01803
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ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model
5 December 2018
Haichuan Yang
Yuhao Zhu
Ji Liu
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Papers citing
"ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model"
13 / 13 papers shown
Title
MaskPrune: Mask-based LLM Pruning for Layer-wise Uniform Structures
Jiayu Qin
Jianchao Tan
Kaipeng Zhang
Xunliang Cai
Wei Wang
40
0
0
19 Feb 2025
Hardware-Aware DNN Compression for Homogeneous Edge Devices
Kunlong Zhang
Guiying Li
Ning Lu
Peng Yang
K. Tang
51
0
0
28 Jan 2025
Resource Constrained Model Compression via Minimax Optimization for Spiking Neural Networks
Jue Chen
Huan Yuan
Jianchao Tan
Bin Chen
Chengru Song
Di Zhang
25
3
0
09 Aug 2023
Learning Robust and Lightweight Model through Separable Structured Transformations
Xian Wei
Yanhui Huang
Yang Xu
Mingsong Chen
Hai Lan
Yuanxiang Li
Zhongfeng Wang
Xuan Tang
OOD
24
0
0
27 Dec 2021
Joint Channel and Weight Pruning for Model Acceleration on Moblie Devices
Tianli Zhao
Xi Sheryl Zhang
Wentao Zhu
Jiaxing Wang
Sen Yang
Ji Liu
Jian Cheng
56
2
0
15 Oct 2021
Architecture Aware Latency Constrained Sparse Neural Networks
Tianli Zhao
Qinghao Hu
Xiangyu He
Weixiang Xu
Jiaxing Wang
Cong Leng
Jian Cheng
31
0
0
01 Sep 2021
Dual-side Sparse Tensor Core
Yang-Feng Wang
Chen Zhang
Zhiqiang Xie
Cong Guo
Yunxin Liu
Jingwen Leng
12
74
0
20 May 2021
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead
Maurizio Capra
Beatrice Bussolino
Alberto Marchisio
Guido Masera
Maurizio Martina
Muhammad Shafique
BDL
56
140
0
21 Dec 2020
Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey
Jiayi Liu
S. Tripathi
Unmesh Kurup
Mohak Shah
3DPC
MedIm
22
52
0
08 May 2020
DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation
Xuefei Ning
Tianchen Zhao
Wenshuo Li
Peng Lei
Yu Wang
Huazhong Yang
18
103
0
05 Apr 2020
Energy-Aware Neural Architecture Optimization with Fast Splitting Steepest Descent
Dilin Wang
Meng Li
Lemeng Wu
Vikas Chandra
Qiang Liu
41
20
0
07 Oct 2019
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications
Tien-Ju Yang
Andrew G. Howard
Bo Chen
Xiao Zhang
Alec Go
Mark Sandler
Vivienne Sze
Hartwig Adam
90
515
0
09 Apr 2018
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes
Ohad Shamir
Tong Zhang
101
570
0
08 Dec 2012
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