Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1405.3866
Cited By
Speeding up Convolutional Neural Networks with Low Rank Expansions
British Machine Vision Conference (BMVC), 2014
15 May 2014
Max Jaderberg
Andrea Vedaldi
Andrew Zisserman
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Speeding up Convolutional Neural Networks with Low Rank Expansions"
50 / 667 papers shown
Multi-head Knowledge Distillation for Model Compression
Haiquan Wang
Suhas Lohit
Michael J. Jones
Y. Fu
135
5
0
05 Dec 2020
SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Thomas Verelst
Tinne Tuytelaars
SSeg
189
21
0
24 Nov 2020
Improving Neural Network Training in Low Dimensional Random Bases
Frithjof Gressmann
Zach Eaton-Rosen
Carlo Luschi
197
33
0
09 Nov 2020
Depthwise Multiception Convolution for Reducing Network Parameters without Sacrificing Accuracy
Guoqing Bao
M. Graeber
Xiuying Wang
126
5
0
07 Nov 2020
Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping
Khaled Koutini
Florian Henkel
Hamid Eghbalzadeh
Gerhard Widmer
180
9
0
05 Nov 2020
DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search
Yushuo Guan
Ning Liu
Pengyu Zhao
Zhengping Che
Kaigui Bian
Yanzhi Wang
Jian Tang
223
49
0
04 Nov 2020
Parameter Efficient Deep Neural Networks with Bilinear Projections
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Litao Yu
Yongsheng Gao
Jun Zhou
Jian Zhang
181
1
0
03 Nov 2020
Methods for Pruning Deep Neural Networks
IEEE Access (IEEE Access), 2020
S. Vadera
Salem Ameen
3DPC
243
168
0
31 Oct 2020
Permute, Quantize, and Fine-tune: Efficient Compression of Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2020
Julieta Martinez
Jashan Shewakramani
Ting Liu
Ioan Andrei Bârsan
Wenyuan Zeng
R. Urtasun
MQ
328
34
0
29 Oct 2020
Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets
Neural Information Processing Systems (NeurIPS), 2020
Kai Han
Yunhe Wang
Qiulin Zhang
Wei Zhang
Chunjing Xu
Tong Zhang
276
98
0
28 Oct 2020
Softer Pruning, Incremental Regularization
International Conference on Pattern Recognition (ICPR), 2020
Linhang Cai
Zhulin An
Chuanguang Yang
Yongjun Xu
125
22
0
19 Oct 2020
Block-term Tensor Neural Networks
Neural Networks (NN), 2020
Jinmian Ye
Guangxi Li
Di Chen
Haiqin Yang
Shandian Zhe
Zenglin Xu
272
34
0
10 Oct 2020
Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters
Weichao Lan
Liang Lan
MQ
106
9
0
06 Oct 2020
Improving Network Slimming with Nonconvex Regularization
IEEE Access (IEEE Access), 2020
Kevin Bui
Fredrick Park
Shuai Zhang
Y. Qi
Jack Xin
347
12
0
03 Oct 2020
Grow-Push-Prune: aligning deep discriminants for effective structural network compression
Qing Tian
Tal Arbel
James J. Clark
167
10
0
29 Sep 2020
A Systematic Review on Model Watermarking for Neural Networks
Frontiers in Big Data (Front. Big Data), 2020
Franziska Boenisch
AAML
260
92
0
25 Sep 2020
Searching for Low-Bit Weights in Quantized Neural Networks
Neural Information Processing Systems (NeurIPS), 2020
Zhaohui Yang
Yunhe Wang
Kai Han
Chunjing Xu
Chao Xu
Dacheng Tao
Chang Xu
MQ
241
98
0
18 Sep 2020
Review: Deep Learning in Electron Microscopy
Jeffrey M. Ede
939
90
0
17 Sep 2020
ResNet-like Architecture with Low Hardware Requirements
International Conference on Pattern Recognition (ICPR), 2020
E. Limonova
D. Alfonso
D. Nikolaev
V. Arlazarov
186
21
0
15 Sep 2020
Compression-aware Continual Learning using Singular Value Decomposition
Varigonda Pavan Teja
Priyadarshini Panda
CLL
146
0
0
03 Sep 2020
Optimal Quantization for Batch Normalization in Neural Network Deployments and Beyond
Dachao Lin
Peiqin Sun
Guangzeng Xie
Shuchang Zhou
Zhihua Zhang
MQ
122
2
0
30 Aug 2020
FastSal: a Computationally Efficient Network for Visual Saliency Prediction
International Conference on Pattern Recognition (ICPR), 2020
Feiyan Hu
Kevin McGuinness
FAtt
129
20
0
25 Aug 2020
Reliable Post hoc Explanations: Modeling Uncertainty in Explainability
Neural Information Processing Systems (NeurIPS), 2020
Dylan Slack
Sophie Hilgard
Sameer Singh
Himabindu Lakkaraju
FAtt
561
201
0
11 Aug 2020
Structured Convolutions for Efficient Neural Network Design
Brandon Smart
Yizhe Zhang
J. Lin
Fatih Porikli
170
8
0
06 Aug 2020
High Throughput Matrix-Matrix Multiplication between Asymmetric Bit-Width Operands
Dibakar Gope
Jesse G. Beu
Matthew Mattina
182
6
0
03 Aug 2020
Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference
European Conference on Computer Vision (ECCV), 2020
Menelaos Kanakis
David Brüggemann
Suman Saha
Stamatios Georgoulis
Anton Obukhov
Luc Van Gool
CLL
222
80
0
24 Jul 2020
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm
Anthony Berthelier
Yongzhe Yan
Thierry Chateau
C. Blanc
S. Duffner
Christophe Garcia
191
11
0
20 Jul 2020
T-Basis: a Compact Representation for Neural Networks
International Conference on Machine Learning (ICML), 2020
Anton Obukhov
M. Rakhuba
Stamatios Georgoulis
Menelaos Kanakis
Dengxin Dai
Luc Van Gool
290
32
0
13 Jul 2020
Dynamic Group Convolution for Accelerating Convolutional Neural Networks
European Conference on Computer Vision (ECCV), 2020
Z. Su
Linpu Fang
Wenxiong Kang
D. Hu
M. Pietikäinen
Tianpeng Liu
250
54
0
08 Jul 2020
Operation-Aware Soft Channel Pruning using Differentiable Masks
International Conference on Machine Learning (ICML), 2020
Minsoo Kang
Bohyung Han
AAML
196
160
0
08 Jul 2020
Rethinking Bottleneck Structure for Efficient Mobile Network Design
Zhou Daquan
Qibin Hou
Yunpeng Chen
Jiashi Feng
Shuicheng Yan
264
249
0
05 Jul 2020
DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths
Yanwei Fu
Chen Liu
Donghao Li
Xinwei Sun
Jinshan Zeng
Xingtai Lv
138
9
0
04 Jul 2020
Channel Compression: Rethinking Information Redundancy among Channels in CNN Architecture
Jinhua Liang
Tao Zhang
Guoqing Feng
112
20
0
02 Jul 2020
Principal Component Networks: Parameter Reduction Early in Training
R. Waleffe
Theodoros Rekatsinas
3DPC
146
10
0
23 Jun 2020
CNN Acceleration by Low-rank Approximation with Quantized Factors
Nikolay Kozyrskiy
Anh-Huy Phan
MQ
86
4
0
16 Jun 2020
Finding trainable sparse networks through Neural Tangent Transfer
Tianlin Liu
Friedemann Zenke
163
39
0
15 Jun 2020
Pruning neural networks without any data by iteratively conserving synaptic flow
Hidenori Tanaka
D. Kunin
Daniel L. K. Yamins
Surya Ganguli
540
753
0
09 Jun 2020
Deeply Shared Filter Bases for Parameter-Efficient Convolutional Neural Networks
Woochul Kang
Daeyeon Kim
223
2
0
09 Jun 2020
Novel Adaptive Binary Search Strategy-First Hybrid Pyramid- and Clustering-Based CNN Filter Pruning Method without Parameters Setting
K. Chung
Yu-Lun Chang
Bo-Wei Tsai
86
0
0
08 Jun 2020
MMA Regularization: Decorrelating Weights of Neural Networks by Maximizing the Minimal Angles
Zhennan Wang
Canqun Xiang
Wenbin Zou
Chen Xu
229
24
0
06 Jun 2020
An Overview of Neural Network Compression
James OÑeill
AI4CE
346
113
0
05 Jun 2020
CoDiNet: Path Distribution Modeling with Consistency and Diversity for Dynamic Routing
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Huanyu Wang
Zequn Qin
Songyuan Li
Xi Li
323
8
0
29 May 2020
A Feature-map Discriminant Perspective for Pruning Deep Neural Networks
Zejiang Hou
S. Kung
115
5
0
28 May 2020
PruneNet: Channel Pruning via Global Importance
A. Khetan
Zohar Karnin
101
12
0
22 May 2020
Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation
Le Thanh Nguyen-Meidine
Mohammadhadi Shateri
M. Kiran
Jose Dolz
Louis-Antoine Blais-Morin
185
23
0
16 May 2020
A flexible, extensible software framework for model compression based on the LC algorithm
Yerlan Idelbayev
Miguel Á. Carreira-Perpiñán
157
9
0
15 May 2020
Low-Rank Nonlinear Decoding of
μ
μ
μ
-ECoG from the Primary Auditory Cortex
M. Emami
Mojtaba Sahraee Ardakan
Parthe Pandit
A. Fletcher
S. Rangan
M. Trumpis
Brinnae Bent
Chia-Han Chiang
J. Viventi
BDL
190
2
0
06 May 2020
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks
Mohammad Mahdi Bejani
M. Ghatee
90
4
0
05 May 2020
NTIRE 2020 Challenge on Image and Video Deblurring
Seungjun Nah
Sanghyun Son
Radu Timofte
Kyoung Mu Lee
197
34
0
04 May 2020
TRP: Trained Rank Pruning for Efficient Deep Neural Networks
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Yuhui Xu
Yuxi Li
Shuai Zhang
W. Wen
Botao Wang
Y. Qi
Yiran Chen
Weiyao Lin
H. Xiong
AAML
168
75
0
30 Apr 2020
Previous
1
2
3
...
5
6
7
...
12
13
14
Next
