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2102.04906
Cited By
Dynamic Neural Networks: A Survey
9 February 2021
Yizeng Han
Gao Huang
Shiji Song
Le Yang
Honghui Wang
Yulin Wang
3DH
AI4TS
AI4CE
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Papers citing
"Dynamic Neural Networks: A Survey"
50 / 210 papers shown
Title
Dynamic ReLU
Yinpeng Chen
Xiyang Dai
Mengchen Liu
Dongdong Chen
Lu Yuan
Zicheng Liu
210
164
0
22 Mar 2020
Resolution Adaptive Networks for Efficient Inference
Le Yang
Yizeng Han
Xi Chen
Shiji Song
Jifeng Dai
Gao Huang
55
219
0
16 Mar 2020
Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference
Ting-Kuei Hu
Tianlong Chen
Haotao Wang
Zhangyang Wang
OOD
AAML
3DH
46
84
0
24 Feb 2020
The Tree Ensemble Layer: Differentiability meets Conditional Computation
Hussein Hazimeh
Natalia Ponomareva
P. Mol
Zhenyu Tan
Rahul Mazumder
UQCV
AI4CE
278
79
0
18 Feb 2020
Dynamic Inference: A New Approach Toward Efficient Video Action Recognition
Wenhao Wu
Dongliang He
Xiao Tan
Shifeng Chen
Yi Yang
Shilei Wen
54
35
0
09 Feb 2020
Spatial-Adaptive Network for Single Image Denoising
Meng Chang
Qi Li
H. Feng
Zhi-hai Xu
47
153
0
28 Jan 2020
Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference
Jianghao Shen
Y. Fu
Yue Wang
Pengfei Xu
Zhangyang Wang
Yingyan Lin
MQ
42
44
0
03 Jan 2020
AdaBits: Neural Network Quantization with Adaptive Bit-Widths
Qing Jin
Linjie Yang
Zhenyu A. Liao
MQ
54
123
0
20 Dec 2019
PointRend: Image Segmentation as Rendering
Alexander Kirillov
Yuxin Wu
Kaiming He
Ross B. Girshick
ISeg
63
895
0
17 Dec 2019
Listen to Look: Action Recognition by Previewing Audio
Ruohan Gao
Tae-Hyun Oh
Kristen Grauman
Lorenzo Torresani
VLM
72
251
0
10 Dec 2019
Dynamic Convolution: Attention over Convolution Kernels
Yinpeng Chen
Xiyang Dai
Mengchen Liu
Dongdong Chen
Lu Yuan
Zicheng Liu
90
886
0
07 Dec 2019
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference
Thomas Verelst
Tinne Tuytelaars
44
152
0
06 Dec 2019
LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition
Zuxuan Wu
Caiming Xiong
Yu-Gang Jiang
L. Davis
64
108
0
03 Dec 2019
SEAN: Image Synthesis with Semantic Region-Adaptive Normalization
Peihao Zhu
Rameen Abdal
Yipeng Qin
Peter Wonka
DiffM
63
444
0
28 Nov 2019
Any-Precision Deep Neural Networks
Haichao Yu
Haoxiang Li
Humphrey Shi
Thomas S. Huang
G. Hua
MQ
69
64
0
17 Nov 2019
S2DNAS:Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search
Zhihang Yuan
Bingzhe Wu
Zheng Liang
Shiwan Zhao
Weichen Bi
Guangyu Sun
60
30
0
16 Nov 2019
Depth-Adaptive Transformer
Maha Elbayad
Jiatao Gu
Edouard Grave
Michael Auli
81
190
0
22 Oct 2019
Self-Adaptive Network Pruning
Jinting Chen
Zhaocheng Zhu
Chengwei Li
Yuming Zhao
3DPC
27
22
0
20 Oct 2019
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis
Xihui Liu
Guojun Yin
Jing Shao
Xiaogang Wang
Hongsheng Li
71
206
0
15 Oct 2019
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
Qilong Wang
Banggu Wu
Peng Fei Zhu
P. Li
W. Zuo
Q. Hu
131
3,992
0
08 Oct 2019
Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation
Hang Gao
Xizhou Zhu
Steve Lin
Jifeng Dai
66
65
0
07 Oct 2019
Implicit Semantic Data Augmentation for Deep Networks
Yulin Wang
Xuran Pan
Shiji Song
Hong Zhang
Cheng Wu
Gao Huang
56
200
0
26 Sep 2019
Meta-Neighborhoods
Siyuan Shan
Yang Li
Junier Oliva
118
13
0
18 Sep 2019
Squeeze-and-Attention Networks for Semantic Segmentation
Zilong Zhong
Z. Q. Lin
Rene Bidart
Xiaodan Hu
Ibrahim Ben Daya
Zhifeng Li
Wei-Shi Zheng
Jonathan Li
A. Wong
SSeg
58
235
0
08 Sep 2019
Improved Techniques for Training Adaptive Deep Networks
Hao Li
Hong Zhang
Xiaojuan Qi
Ruigang Yang
Gao Huang
65
132
0
17 Aug 2019
Message Passing Attention Networks for Document Understanding
Giannis Nikolentzos
A. Tixier
Michalis Vazirgiannis
GNN
66
67
0
17 Aug 2019
Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition
Wenhao Wu
Dongliang He
Xiao Tan
Shifeng Chen
Shilei Wen
55
127
0
31 Jul 2019
Learning Instance-wise Sparsity for Accelerating Deep Models
Chuanjian Liu
Yunhe Wang
Kai Han
Chunjing Xu
Chang Xu
38
27
0
27 Jul 2019
Learned Image Downscaling for Upscaling using Content Adaptive Resampler
Wanjie Sun
Zhenzhong Chen
DiffM
SupR
46
137
0
22 Jul 2019
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries
D. Marin
Zijian He
Peter Vajda
Priyam Chatterjee
Sam S. Tsai
Fei Yang
Yuri Boykov
SSeg
32
87
0
16 Jul 2019
Batch-Shaping for Learning Conditional Channel Gated Networks
B. Bejnordi
Tijmen Blankevoort
Max Welling
AI4CE
56
76
0
15 Jul 2019
Dual Dynamic Inference: Enabling More Efficient, Adaptive and Controllable Deep Inference
Yue Wang
Jianghao Shen
Ting-Kuei Hu
Pengfei Xu
T. Nguyen
Richard Baraniuk
Zhangyang Wang
Yingyan Lin
51
76
0
10 Jul 2019
CARAFE: Content-Aware ReAssembly of FEatures
Jiaqi Wang
Kai-xiang Chen
Rui Xu
Ziwei Liu
Chen Change Loy
Dahua Lin
78
568
0
06 May 2019
Spatio-Temporal Filter Adaptive Network for Video Deblurring
Shangchen Zhou
Jiawei Zhang
Jin-shan Pan
Haozhe Xie
W. Zuo
Jimmy S. J. Ren
54
194
0
28 Apr 2019
DynamoNet: Dynamic Action and Motion Network
Ali Diba
Vivek Sharma
Luc Van Gool
Rainer Stiefelhagen
78
110
0
25 Apr 2019
KPConv: Flexible and Deformable Convolution for Point Clouds
Hugues Thomas
C. Qi
Jean-Emmanuel Deschaud
B. Marcotegui
F. Goulette
Leonidas Guibas
3DPC
149
2,527
0
18 Apr 2019
Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology
Hiroki Tokunaga
Y. Teramoto
Akihiko Yoshizawa
Ryoma Bise
55
117
0
12 Apr 2019
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning
Xin Wang
Feng Yu
Ruth Wang
Trevor Darrell
Joseph E. Gonzalez
58
105
0
11 Apr 2019
An Empirical Study of Spatial Attention Mechanisms in Deep Networks
Xizhou Zhu
Dazhi Cheng
Zheng Zhang
Stephen Lin
Jifeng Dai
69
413
0
11 Apr 2019
Pixel-Adaptive Convolutional Neural Networks
Hang Su
Varun Jampani
Deqing Sun
Orazio Gallo
Erik Learned-Miller
Jan Kautz
68
288
0
10 Apr 2019
CondConv: Conditionally Parameterized Convolutions for Efficient Inference
Brandon Yang
Gabriel Bender
Quoc V. Le
Jiquan Ngiam
MedIm
3DV
67
632
0
10 Apr 2019
SCSampler: Sampling Salient Clips from Video for Efficient Action Recognition
Bruno Korbar
Du Tran
Lorenzo Torresani
61
223
0
08 Apr 2019
Adaptively Connected Neural Networks
Guangrun Wang
Keze Wang
Liang Lin
55
47
0
07 Apr 2019
An Attentive Survey of Attention Models
S. Chaudhari
Varun Mithal
Gungor Polatkan
R. Ramanath
121
652
0
05 Apr 2019
VideoBERT: A Joint Model for Video and Language Representation Learning
Chen Sun
Austin Myers
Carl Vondrick
Kevin Patrick Murphy
Cordelia Schmid
VLM
SSL
69
1,243
0
03 Apr 2019
SRM : A Style-based Recalibration Module for Convolutional Neural Networks
HyunJae Lee
Hyo-Eun Kim
Hyeonseob Nam
44
224
0
26 Mar 2019
Neural Speed Reading with Structural-Jump-LSTM
Christian B. Hansen
Casper Hansen
Stephen Alstrup
J. Simonsen
Christina Lioma
46
36
0
20 Mar 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization
Taesung Park
Ming-Yuan Liu
Ting-Chun Wang
Jun-Yan Zhu
137
2,682
0
18 Mar 2019
Selective Kernel Networks
Xiang Li
Wenhai Wang
Xiaolin Hu
Jian Yang
90
2,025
0
15 Mar 2019
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution
Xuecai Hu
Haoyuan Mu
Xiangyu Zhang
Zilei Wang
Tieniu Tan
Jian Sun
SupR
70
403
0
03 Mar 2019
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