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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)
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Papers citing
"Speeding up Convolutional Neural Networks with Low Rank Expansions"
50 / 667 papers shown
VisCUIT: Visual Auditor for Bias in CNN Image Classifier
Computer Vision and Pattern Recognition (CVPR), 2022
Seongmin Lee
Zijie J. Wang
Judy Hoffman
Duen Horng Chau
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12 Apr 2022
Compact Model Training by Low-Rank Projection with Energy Transfer
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
K. Guo
Zhenquan Lin
Xiaofen Xing
Fang Liu
Xiangmin Xu
205
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0
12 Apr 2022
ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Jinbin Huang
Aditi Mishra
Bum Chul Kwon
Chris Bryan
FAtt
HAI
414
48
0
04 Apr 2022
Soft Threshold Ternary Networks
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Weixiang Xu
Xiangyu He
Tianli Zhao
Qinghao Hu
Peisong Wang
Jian Cheng
MQ
148
8
0
04 Apr 2022
Learning Compressed Embeddings for On-Device Inference
Conference on Machine Learning and Systems (MLSys), 2022
Niketan Pansare
J. Katukuri
Aditya Arora
F. Cipollone
R. Shaik
Noyan Tokgozoglu
Chandru Venkataraman
233
16
0
18 Mar 2022
Delta Distillation for Efficient Video Processing
European Conference on Computer Vision (ECCV), 2022
A. Habibian
H. Yahia
Davide Abati
E. Gavves
Fatih Porikli
209
14
0
17 Mar 2022
Implicit Feature Decoupling with Depthwise Quantization
Computer Vision and Pattern Recognition (CVPR), 2022
Iordanis Fostiropoulos
Barry W. Boehm
219
3
0
15 Mar 2022
On the benefits of knowledge distillation for adversarial robustness
Javier Maroto
Guillermo Ortiz-Jiménez
P. Frossard
AAML
FedML
192
27
0
14 Mar 2022
AugShuffleNet: Communicate More, Compute Less
Longqing Ye
177
13
0
13 Mar 2022
DNN Training Acceleration via Exploring GPGPU Friendly Sparsity
Zhuoran Song
Yihong Xu
Han Li
Naifeng Jing
Xiaoyao Liang
Li Jiang
268
3
0
11 Mar 2022
projUNN: efficient method for training deep networks with unitary matrices
Neural Information Processing Systems (NeurIPS), 2022
B. Kiani
Randall Balestriero
Yann LeCun
S. Lloyd
394
37
0
10 Mar 2022
Compressing CNN Kernels for Videos Using Tucker Decompositions: Towards Lightweight CNN Applications
Tobias Engelhardt Rasmussen
Line H. Clemmensen
Andreas Baum
119
4
0
10 Mar 2022
Data-Efficient Structured Pruning via Submodular Optimization
Neural Information Processing Systems (NeurIPS), 2022
Marwa El Halabi
Suraj Srinivas
Damien Scieur
407
22
0
09 Mar 2022
Update Compression for Deep Neural Networks on the Edge
Bo Chen
A. Bakhshi
Gustavo E. A. P. A. Batista
Brian Ng
Tat-Jun Chin
254
22
0
09 Mar 2022
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks
International Conference on Machine Learning (ICML), 2022
Xin Yu
Thiago Serra
Srikumar Ramalingam
Shandian Zhe
387
58
0
09 Mar 2022
Learn From the Past: Experience Ensemble Knowledge Distillation
International Conference on Pattern Recognition (ICPR), 2022
Chaofei Wang
Shaowei Zhang
Qing Xiao
Gao Huang
230
7
0
25 Feb 2022
HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels
Neural Networks (NN), 2021
C. Sarvani
Mrinmoy Ghorai
S. Dubey
S. H. Shabbeer Basha
VLM
312
46
0
22 Feb 2022
Cyclical Pruning for Sparse Neural Networks
Suraj Srinivas
Andrey Kuzmin
Markus Nagel
M. V. Baalen
Andrii Skliar
Tijmen Blankevoort
188
15
0
02 Feb 2022
GIU-GANs: Global Information Utilization for Generative Adversarial Networks
Neural Networks (NN), 2022
Yongqi Tian
Xueyuan Gong
Jialin Tang
Fuchun Sun
Xiaoxiang Liu
Xinyuan Zhang
165
5
0
25 Jan 2022
GhostNets on Heterogeneous Devices via Cheap Operations
International Journal of Computer Vision (IJCV), 2022
Kai Han
Yunhe Wang
Chang Xu
Jianyuan Guo
Chunjing Xu
Enhua Wu
Qi Tian
211
138
0
10 Jan 2022
SNF: Filter Pruning via Searching the Proper Number of Filters
Pengkun Liu
Yaru Yue
Yanjun Guo
Xingxiang Tao
Xiaoguang Zhou
3DPC
109
0
0
14 Dec 2021
Adaptive Token Sampling For Efficient Vision Transformers
Mohsen Fayyaz
Soroush Abbasi Koohpayegani
F. Jafari
Sunando Sengupta
Hamid Reza Vaezi Joze
Eric Sommerlade
Hamed Pirsiavash
Juergen Gall
ViT
379
220
0
30 Nov 2021
A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank
Moonjung Eo
Suhyun Kang
Wonjong Rhee
226
2
0
30 Nov 2021
Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
Junhao Xu
Jianwei Yu
Shoukang Hu
Xunying Liu
Helen Meng
MQ
257
18
0
29 Nov 2021
Low-bit Quantization of Recurrent Neural Network Language Models Using Alternating Direction Methods of Multipliers
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Junhao Xu
Xie Chen
Shoukang Hu
Jianwei Yu
Xunying Liu
Helen Meng
MQ
102
9
0
29 Nov 2021
Deep Network Approximation in Terms of Intrinsic Parameters
International Conference on Machine Learning (ICML), 2021
Zuowei Shen
Haizhao Yang
Shijun Zhang
193
10
0
15 Nov 2021
Relational Self-Attention: What's Missing in Attention for Video Understanding
Neural Information Processing Systems (NeurIPS), 2021
Manjin Kim
Heeseung Kwon
Chunyu Wang
Suha Kwak
Minsu Cho
ViT
173
36
0
02 Nov 2021
DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Xuxi Chen
Tianlong Chen
Weizhu Chen
Ahmed Hassan Awadallah
Zinan Lin
Yu Cheng
MoE
ALM
282
10
0
30 Oct 2021
FC2T2: The Fast Continuous Convolutional Taylor Transform with Applications in Vision and Graphics
Henning Lange
J. Nathan Kutz
232
2
0
29 Oct 2021
Blending Anti-Aliasing into Vision Transformer
Neural Information Processing Systems (NeurIPS), 2021
Shengju Qian
Hao Shao
Yi Zhu
Mu Li
Jiaya Jia
213
23
0
28 Oct 2021
NeRV: Neural Representations for Videos
Hao Chen
Bo He
Hanyu Wang
Yixuan Ren
Ser-Nam Lim
Abhinav Shrivastava
136
329
0
26 Oct 2021
The Efficiency Misnomer
International Conference on Learning Representations (ICLR), 2021
Daoyuan Chen
Liuyi Yao
Dawei Gao
Ashish Vaswani
Yaliang Li
294
113
0
25 Oct 2021
Reconstructing Pruned Filters using Cheap Spatial Transformations
Roy Miles
K. Mikolajczyk
305
0
0
25 Oct 2021
Exploring Gradient Flow Based Saliency for DNN Model Compression
ACM Multimedia (ACM MM), 2021
Xinyu Liu
Baopu Li
Daming Gao
Yixuan Yuan
FAtt
153
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
165
1
0
21 Oct 2021
Class-Discriminative CNN Compression
International Conference on Pattern Recognition (ICPR), 2021
Yuchen Liu
D. Wentzlaff
S. Kung
132
1
0
21 Oct 2021
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation
Sumanth Chennupati
Mohammad Mahdi Kamani
Zhongwei Cheng
Lin Chen
241
4
0
19 Oct 2021
Channel redundancy and overlap in convolutional neural networks with channel-wise NNK graphs
David Bonet
Antonio Ortega
Javier Ruiz-Hidalgo
Sarath Shekkizhar
GNN
166
8
0
18 Oct 2021
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements
Dahyun Kim
Kunal Pratap Singh
Jonghyun Choi
MQ
272
7
0
16 Oct 2021
Mining the Weights Knowledge for Optimizing Neural Network Structures
Mengqiao Han
Xiabi Liu
Zhaoyang Hai
Xin Duan
134
1
0
11 Oct 2021
Semi-tensor Product-based TensorDecomposition for Neural Network Compression
Hengling Zhao
Yipeng Liu
Xiaolin Huang
Ce Zhu
161
7
0
30 Sep 2021
Distribution-sensitive Information Retention for Accurate Binary Neural Network
International Journal of Computer Vision (IJCV), 2021
Haotong Qin
Xiangguo Zhang
Yazhe Niu
Yifu Ding
Yi Xu
Xianglong Liu
MQ
220
122
0
25 Sep 2021
Learning Versatile Convolution Filters for Efficient Visual Recognition
Kai Han
Yunhe Wang
Chang Xu
Chunjing Xu
Enhua Wu
Dacheng Tao
134
8
0
20 Sep 2021
Convolutional Hough Matching Networks for Robust and Efficient Visual Correspondence
Juhong Min
Seungwook Kim
Minsu Cho
179
17
0
11 Sep 2021
Architecture Aware Latency Constrained Sparse Neural Networks
Tianli Zhao
Qinghao Hu
Xiangyu He
Weixiang Xu
Jiaxing Wang
Cong Leng
Jian Cheng
158
0
0
01 Sep 2021
NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Haekyu Park
Nilaksh Das
Rahul Duggal
Austin P. Wright
Omar Shaikh
Fred Hohman
Duen Horng Chau
HAI
162
28
0
29 Aug 2021
Compact representations of convolutional neural networks via weight pruning and quantization
Giosuè Cataldo Marinò
A. Petrini
D. Malchiodi
Marco Frasca
MQ
103
4
0
28 Aug 2021
Design and Scaffolded Training of an Efficient DNN Operator for Computer Vision on the Edge
ACM Transactions on Embedded Computing Systems (TECS), 2021
Vinod Ganesan
Pratyush Kumar
246
2
0
25 Aug 2021
On the Acceleration of Deep Neural Network Inference using Quantized Compressed Sensing
Meshia Cédric Oveneke
MQ
83
0
0
23 Aug 2021
A Survey on GAN Acceleration Using Memory Compression Technique
Journal of engineering and applied sciences (JEAS), 2021
Dina Tantawy
Mohamed Zahran
A. Wassal
180
10
0
14 Aug 2021
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