ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 1711.08141
  4. Cited By
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions
v1v2 (latest)

Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions

22 November 2017
Bichen Wu
Alvin Wan
Xiangyu Yue
Peter H. Jin
Sicheng Zhao
Noah Golmant
A. Gholaminejad
Joseph E. Gonzalez
Kurt Keutzer
    3DPC
ArXiv (abs)PDFHTML

Papers citing "Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions"

50 / 164 papers shown
Structured Convolutions for Efficient Neural Network Design
Structured Convolutions for Efficient Neural Network Design
Brandon Smart
Yizhe Zhang
J. Lin
Fatih Porikli
170
8
0
06 Aug 2020
Fully Dynamic Inference with Deep Neural Networks
Fully Dynamic Inference with Deep Neural NetworksIEEE Transactions on Emerging Topics in Computing (IEEE TETC), 2020
Wenhan Xia
Hongxu Yin
Xiaoliang Dai
N. Jha
3DHBDL
211
50
0
29 Jul 2020
CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors
  and Efficient Neural Networks
CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural Networks
Shayan Hassantabar
Novati Stefano
Vishweshwar Ghanakota
A. Ferrari
G. Nicola
R. Bruno
I. Marino
Kenza Hamidouche
N. Jha
292
81
0
20 Jul 2020
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML
  Models: A Survey and Insights
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights
Shail Dave
Riyadh Baghdadi
Tony Nowatzki
Sasikanth Avancha
Aviral Shrivastava
Baoxin Li
283
99
0
02 Jul 2020
Visual Transformers: Token-based Image Representation and Processing for
  Computer Vision
Visual Transformers: Token-based Image Representation and Processing for Computer Vision
Bichen Wu
Chenfeng Xu
Xiaoliang Dai
Alvin Wan
Peizhao Zhang
Zhicheng Yan
Masayoshi Tomizuka
Alfons Kemper
Kurt Keutzer
Peter Vajda
ViT
368
672
0
05 Jun 2020
FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining
FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining
Xiaoliang Dai
Alvin Wan
Peizhao Zhang
Bichen Wu
Zijian He
...
Kan Chen
Yuandong Tian
Matthew Yu
Peter Vajda
Joseph E. Gonzalez
363
75
0
03 Jun 2020
AlignShift: Bridging the Gap of Imaging Thickness in 3D Anisotropic
  Volumes
AlignShift: Bridging the Gap of Imaging Thickness in 3D Anisotropic VolumesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Jiancheng Yang
Yi He
Xiaoyang Huang
Jingwei Xu
X. Ye
G. Tao
Bingbing Ni
MedIm
174
22
0
05 May 2020
Efficient Synthesis of Compact Deep Neural Networks
Efficient Synthesis of Compact Deep Neural NetworksDesign Automation Conference (DAC), 2020
Wenhan Xia
Hongxu Yin
N. Jha
155
3
0
18 Apr 2020
SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud
  Segmentation
SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud SegmentationEuropean Conference on Computer Vision (ECCV), 2020
Chenfeng Xu
Bichen Wu
Zining Wang
Wei Zhan
Peter Vajda
Kurt Keutzer
Masayoshi Tomizuka
3DPC
231
407
0
03 Apr 2020
A Survey of Methods for Low-Power Deep Learning and Computer Vision
A Survey of Methods for Low-Power Deep Learning and Computer VisionWorld Forum on Internet of Things (WF-IoT), 2020
Abhinav Goel
Caleb Tung
Yung-Hsiang Lu
George K. Thiruvathukal
VLM
148
100
0
24 Mar 2020
Dynamic ReLU
Dynamic ReLUEuropean Conference on Computer Vision (ECCV), 2020
Yinpeng Chen
Xiyang Dai
Xiyang Dai
Dongdong Chen
Lu Yuan
Zicheng Liu
411
194
0
22 Mar 2020
XSepConv: Extremely Separated Convolution
XSepConv: Extremely Separated Convolution
Jiarong Chen
Zongqing Lu
Jing-Hao Xue
Q. Liao
MDE
111
9
0
27 Feb 2020
Precision Gating: Improving Neural Network Efficiency with Dynamic
  Dual-Precision Activations
Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision ActivationsInternational Conference on Learning Representations (ICLR), 2020
Yichi Zhang
Ritchie Zhao
Weizhe Hua
N. Xu
G. E. Suh
Zhiru Zhang
MQ
329
28
0
17 Feb 2020
BinaryDuo: Reducing Gradient Mismatch in Binary Activation Network by
  Coupling Binary Activations
BinaryDuo: Reducing Gradient Mismatch in Binary Activation Network by Coupling Binary ActivationsInternational Conference on Learning Representations (ICLR), 2020
Hyungjun Kim
Kyungsu Kim
Jinseok Kim
Jae-Joon Kim
MQ
158
49
0
16 Feb 2020
SqueezeWave: Extremely Lightweight Vocoders for On-device Speech
  Synthesis
SqueezeWave: Extremely Lightweight Vocoders for On-device Speech Synthesis
Bohan Zhai
Tianren Gao
Flora Xue
D. Rothchild
Bichen Wu
Joseph E. Gonzalez
Kurt Keutzer
145
27
0
16 Jan 2020
RPR: Random Partition Relaxation for Training; Binary and Ternary Weight
  Neural Networks
RPR: Random Partition Relaxation for Training; Binary and Ternary Weight Neural Networks
Lukas Cavigelli
Luca Benini
MQ
233
9
0
04 Jan 2020
AdderNet: Do We Really Need Multiplications in Deep Learning?
AdderNet: Do We Really Need Multiplications in Deep Learning?Computer Vision and Pattern Recognition (CVPR), 2019
Hanting Chen
Yunhe Wang
Chunjing Xu
Boxin Shi
Chao Xu
Qi Tian
Chang Xu
522
222
0
31 Dec 2019
Efficient Error-Tolerant Quantized Neural Network Accelerators
Efficient Error-Tolerant Quantized Neural Network AcceleratorsIEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), 2019
Giulio Gambardella
Johannes Kappauf
Michaela Blott
Christoph Doehring
M. Kumm
P. Zipf
K. Vissers
AAML
92
29
0
16 Dec 2019
Learning Depth-Guided Convolutions for Monocular 3D Object Detection
Learning Depth-Guided Convolutions for Monocular 3D Object Detection
Mingyu Ding
Yuqi Huo
Hongwei Yi
Zhe Wang
Jianping Shi
Zhiwu Lu
Ping Luo
3DPC
250
354
0
10 Dec 2019
Dynamic Convolution: Attention over Convolution Kernels
Dynamic Convolution: Attention over Convolution KernelsComputer Vision and Pattern Recognition (CVPR), 2019
Yinpeng Chen
Xiyang Dai
Xiyang Dai
Dongdong Chen
Lu Yuan
Zicheng Liu
352
1,160
0
07 Dec 2019
GhostNet: More Features from Cheap Operations
GhostNet: More Features from Cheap OperationsComputer Vision and Pattern Recognition (CVPR), 2019
Kai Han
Yunhe Wang
Qi Tian
Jianyuan Guo
Chunjing Xu
Chang Xu
402
3,577
0
27 Nov 2019
Domain-Aware Dynamic Networks
Domain-Aware Dynamic Networks
Tianyuan Zhang
Bichen Wu
Xin Wang
Joseph E. Gonzalez
Kurt Keutzer
151
6
0
26 Nov 2019
Efficient Hardware Implementation of Incremental Learning and Inference
  on Chip
Efficient Hardware Implementation of Incremental Learning and Inference on ChipIEEE International New Circuits and Systems Conference (NEWCAS), 2019
G. B. Hacene
Vincent Gripon
Nicolas Farrugia
M. Arzel
M. Jézéquel
BDL
96
5
0
18 Nov 2019
ASV: Accelerated Stereo Vision System
ASV: Accelerated Stereo Vision SystemMicro (MICRO), 2019
Yu Feng
P. Whatmough
Yuhao Zhu
113
40
0
15 Nov 2019
LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks
LeanConvNets: Low-cost Yet Effective Convolutional Neural NetworksIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2019
Jonathan Ephrath
Moshe Eliasof
Lars Ruthotto
E. Haber
Eran Treister
290
18
0
29 Oct 2019
Neural Similarity Learning
Neural Similarity LearningNeural Information Processing Systems (NeurIPS), 2019
Weiyang Liu
Zhen Liu
James M. Rehg
Le Song
179
33
0
28 Oct 2019
4-Connected Shift Residual Networks
4-Connected Shift Residual Networks
Andrew Brown
Pascal Mettes
Marcel Worring
3DPC
121
9
0
22 Oct 2019
Depth-wise Decomposition for Accelerating Separable Convolutions in
  Efficient Convolutional Neural Networks
Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural NetworksAdvances in Artificial Intelligence and Machine Learning (AAIML), 2019
Yihui He
Jianing Qian
Jianren Wang
Cindy X. Le
Congrui Hetang
Qi Lyu
Wenping Wang
Tianwei Yue
300
14
0
21 Oct 2019
DiabDeep: Pervasive Diabetes Diagnosis based on Wearable Medical Sensors
  and Efficient Neural Networks
DiabDeep: Pervasive Diabetes Diagnosis based on Wearable Medical Sensors and Efficient Neural NetworksIEEE Transactions on Emerging Topics in Computing (TETC), 2019
Hongxu Yin
Bilal Mukadam
Xiaoliang Dai
N. Jha
157
52
0
11 Oct 2019
Training convolutional neural networks with cheap convolutions and
  online distillation
Training convolutional neural networks with cheap convolutions and online distillation
Jiao Xie
Shaohui Lin
Yichen Zhang
Linkai Luo
184
14
0
28 Sep 2019
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and
  Resolution
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and ResolutionEuropean Conference on Computer Vision (ECCV), 2019
Taojiannan Yang
Sijie Zhu
Chong Chen
Shen Yan
Mi Zhang
Andrew Willis
OOD
312
78
0
27 Sep 2019
Adaptive Binary-Ternary Quantization
Adaptive Binary-Ternary Quantization
Ryan Razani
Grégoire Morin
V. Nia
Eyyub Sari
MQ
171
20
0
26 Sep 2019
Accelerating Training using Tensor Decomposition
Accelerating Training using Tensor Decomposition
Mostafa Elhoushi
Ye Tian
Zihao Chen
F. Shafiq
Joey Yiwei Li
91
5
0
10 Sep 2019
Efficient Deep Neural Networks
Efficient Deep Neural Networks
Bichen Wu
136
12
0
20 Aug 2019
Full-Stack Filters to Build Minimum Viable CNNs
Full-Stack Filters to Build Minimum Viable CNNs
Kai Han
Yunhe Wang
Yixing Xu
Chunjing Xu
Dacheng Tao
Chang Xu
MQ
113
3
0
06 Aug 2019
Attention Based Pruning for Shift Networks
Attention Based Pruning for Shift NetworksInternational Conference on Pattern Recognition (ICPR), 2019
G. B. Hacene
Carlos Lassance
Vincent Gripon
Matthieu Courbariaux
Yoshua Bengio
154
25
0
29 May 2019
Incremental Learning Using a Grow-and-Prune Paradigm with Efficient
  Neural Networks
Incremental Learning Using a Grow-and-Prune Paradigm with Efficient Neural NetworksIEEE Transactions on Emerging Topics in Computing (TETC), 2019
Xiaoliang Dai
Hongxu Yin
N. Jha
158
33
0
27 May 2019
DARC: Differentiable ARchitecture Compression
DARC: Differentiable ARchitecture Compression
Shashank Singh
A. Khetan
Zohar Karnin
AI4CE
116
8
0
20 May 2019
Training CNNs with Selective Allocation of Channels
Training CNNs with Selective Allocation of ChannelsInternational Conference on Machine Learning (ICML), 2019
Jongheon Jeong
Jinwoo Shin
CVBM
189
16
0
11 May 2019
Triplet Distillation for Deep Face Recognition
Triplet Distillation for Deep Face RecognitionInternational Conference on Information Photonics (ICIP), 2019
Yushu Feng
Huan Wang
Daniel T. Yi
Roland Hu
CVBM
246
45
0
11 May 2019
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices
MobiVSR: A Visual Speech Recognition Solution for Mobile Devices
Nilay Shrivastava
Astitwa Saxena
Yaman Kumar Singla
Preeti Kaur
Debanjan Mahata
R. Shah
223
3
0
10 May 2019
Searching for MobileNetV3
Searching for MobileNetV3IEEE International Conference on Computer Vision (ICCV), 2019
Andrew G. Howard
Mark Sandler
Grace Chu
Liang-Chieh Chen
Bo Chen
...
Yukun Zhu
Ruoming Pang
Vijay Vasudevan
Quoc V. Le
Hartwig Adam
1.2K
8,431
0
06 May 2019
Full-stack Optimization for Accelerating CNNs with FPGA Validation
Full-stack Optimization for Accelerating CNNs with FPGA Validation
Bradley McDanel
Shanghang Zhang
H. T. Kung
Xin Dong
MQ
91
2
0
01 May 2019
Towards Efficient Model Compression via Learned Global Ranking
Towards Efficient Model Compression via Learned Global RankingComputer Vision and Pattern Recognition (CVPR), 2019
Ting-Wu Chin
Ruizhou Ding
Cha Zhang
Diana Marculescu
206
184
0
28 Apr 2019
FeatherNets: Convolutional Neural Networks as Light as Feather for Face
  Anti-spoofing
FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing
Peng Zhang
F. Zou
Zhiwen Wu
N. Dai
Skarpness Mark
Michael Fu
Juan Zhao
Kai Li
CVBM
150
71
0
22 Apr 2019
SCANN: Synthesis of Compact and Accurate Neural Networks
SCANN: Synthesis of Compact and Accurate Neural Networks
Shayan Hassantabar
Zeyu Wang
N. Jha
157
42
0
19 Apr 2019
LeanResNet: A Low-cost Yet Effective Convolutional Residual Networks
LeanResNet: A Low-cost Yet Effective Convolutional Residual Networks
Jonathan Ephrath
Lars Ruthotto
E. Haber
Eran Treister
105
4
0
15 Apr 2019
Spatial Shortcut Network for Human Pose Estimation
Spatial Shortcut Network for Human Pose Estimation
Te Qi
Bayram Bayramli
Usman Ali
Qinchuan Zhang
Hongtao Lu
3DH
85
3
0
05 Apr 2019
Convolution with even-sized kernels and symmetric padding
Convolution with even-sized kernels and symmetric paddingNeural Information Processing Systems (NeurIPS), 2019
Shuang Wu
Guanrui Wang
Pei Tang
F. Chen
Luping Shi
202
77
0
20 Mar 2019
All You Need is a Few Shifts: Designing Efficient Convolutional Neural
  Networks for Image Classification
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification
Weijie Chen
Di Xie
Yuan Zhang
Shiliang Pu
154
83
0
13 Mar 2019
Previous
1234
Next