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Multi-Scale Context Aggregation by Dilated Convolutions
v1v2v3 (latest)

Multi-Scale Context Aggregation by Dilated Convolutions

23 November 2015
Feng Yu
V. Koltun
    SSeg
ArXiv (abs)PDFHTML

Papers citing "Multi-Scale Context Aggregation by Dilated Convolutions"

50 / 2,389 papers shown
Title
Dilated Convolutions for Modeling Long-Distance Genomic Dependencies
Dilated Convolutions for Modeling Long-Distance Genomic Dependencies
Ankit Gupta
Alexander M. Rush
67
57
0
03 Oct 2017
Learning Affinity via Spatial Propagation Networks
Learning Affinity via Spatial Propagation Networks
Sifei Liu
Shalini De Mello
Liang Feng
Guangyu Zhong
Ming-Hsuan Yang
Jan Kautz
89
286
0
03 Oct 2017
Spinal cord gray matter segmentation using deep dilated convolutions
Spinal cord gray matter segmentation using deep dilated convolutions
C. Perone
Evan Calabrese
Julien Cohen-Adad
MedIm
65
115
0
02 Oct 2017
Dense RGB-D semantic mapping with Pixel-Voxel neural network
Dense RGB-D semantic mapping with Pixel-Voxel neural network
Cheng Zhao
Li Sun
Pulak Purkait
Rustam Stolkin
3DPC
64
26
0
30 Sep 2017
Light Cascaded Convolutional Neural Networks for Accurate Player
  Detection
Light Cascaded Convolutional Neural Networks for Accurate Player Detection
Keyu Lu
Jianhui Chen
James J. Little
Hangen He
61
27
0
29 Sep 2017
Learning to Inpaint for Image Compression
Learning to Inpaint for Image Compression
M. H. Baig
V. Koltun
Lorenzo Torresani
AI4CE
68
55
0
26 Sep 2017
Object-oriented Neural Programming (OONP) for Document Understanding
Object-oriented Neural Programming (OONP) for Document Understanding
Zhengdong Lu
Xianggen Liu
Haotian Cui
Yukun Yan
Daqi Zheng
99
10
0
26 Sep 2017
Sparse Bayesian Inference for Dense Semantic Mapping
Sparse Bayesian Inference for Dense Semantic Mapping
Lu Gan
M. G. Jadidi
Steven A. Parkison
Ryan Eustice
63
9
0
22 Sep 2017
Multi-Task Learning for Segmentation of Building Footprints with Deep
  Neural Networks
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks
B. Bischke
P. Helber
Joachim Folz
Damian Borth
Andreas Dengel
SSeg
90
249
0
18 Sep 2017
StairNet: Top-Down Semantic Aggregation for Accurate One Shot Detection
StairNet: Top-Down Semantic Aggregation for Accurate One Shot Detection
Sanghyun Woo
Soonmin Hwang
In So Kweon
ObjD
63
88
0
18 Sep 2017
Deep Generative Filter for Motion Deblurring
Deep Generative Filter for Motion Deblurring
S. Ramakrishnan
Shubham Pachori
Shanmuganathan Raman
3DVGAN
54
118
0
11 Sep 2017
One-Shot Learning for Semantic Segmentation
One-Shot Learning for Semantic Segmentation
Amirreza Shaban
Shray Bansal
Ziqiang Liu
Irfan Essa
Byron Boots
SSegVLM
155
705
0
11 Sep 2017
Learning a Dilated Residual Network for SAR Image Despeckling
Learning a Dilated Residual Network for SAR Image Despeckling
Qiang Zhang
Qiangqiang Yuan
Jie Li
Zhen Yang
Xiaoshuang Ma
81
196
0
09 Sep 2017
Learning to Segment Breast Biopsy Whole Slide Images
Learning to Segment Breast Biopsy Whole Slide Images
Sachin Mehta
E. Mercan
Jamen Bartlett
D. Weaver
J. Elmore
Linda G. Shapiro
MedIm
67
41
0
08 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume
Deqing Sun
Xiaodong Yang
Ming-Yuan Liu
Jan Kautz
3DPC
287
2,452
0
07 Sep 2017
Learning Dilation Factors for Semantic Segmentation of Street Scenes
Learning Dilation Factors for Semantic Segmentation of Street Scenes
Yang He
Margret Keuper
Bernt Schiele
Mario Fritz
SSeg
31
8
0
06 Sep 2017
Improving Landmark Localization with Semi-Supervised Learning
Improving Landmark Localization with Semi-Supervised Learning
S. Honari
Pavlo Molchanov
Stephen Tyree
Pascal Vincent
C. Pal
Jan Kautz
SSL
123
162
0
05 Sep 2017
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using
  Multi-Task Hierarchical Deep Networks
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks
Ravi Kiran Sarvadevabhatla
Isht Dwivedi
Abhijat Biswas
S. Manocha
R. VenkateshBabu
3DV
64
38
0
05 Sep 2017
Fast Image Processing with Fully-Convolutional Networks
Fast Image Processing with Fully-Convolutional Networks
Qifeng Chen
Jia Xu
V. Koltun
73
323
0
02 Sep 2017
DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land
  Segmentation
DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land Segmentation
Ruirui Li
Wenjie Liu
Lei Yang
Shihao Sun
Wei Hu
Fan Zhang
Wei Li
SSeg
67
288
0
01 Sep 2017
Effective Use of Dilated Convolutions for Segmenting Small Object
  Instances in Remote Sensing Imagery
Effective Use of Dilated Convolutions for Segmenting Small Object Instances in Remote Sensing Imagery
Ryuhei Hamaguchi
A. Fujita
Keisuke Nemoto
T. Imaizumi
S. Hikosaka
111
220
0
01 Sep 2017
Single Shot Text Detector with Regional Attention
Single Shot Text Detector with Regional Attention
Pan He
Weilin Huang
Tong He
Qile Zhu
Yu Qiao
Xiaolin Li
VLM
97
298
0
01 Sep 2017
Learning Inference Models for Computer Vision
Learning Inference Models for Computer Vision
Varun Jampani
BDL
45
1
0
31 Aug 2017
Semantic Foggy Scene Understanding with Synthetic Data
Semantic Foggy Scene Understanding with Synthetic Data
Daniel Gehrig
Dengxin Dai
Luc Van Gool
158
1,121
0
25 Aug 2017
Recent Advances in the Applications of Convolutional Neural Networks to
  Medical Image Contour Detection
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection
Zizhao Zhang
Fuyong Xing
H. Su
Xiaoshuang Shi
Ling Yang
AAML
46
13
0
24 Aug 2017
Capturing Long-term Temporal Dependencies with Convolutional Networks
  for Continuous Emotion Recognition
Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition
S. Khorram
Zakaria Aldeneh
Dimitrios Dimitriadis
M. McInnis
E. Provost
76
39
0
23 Aug 2017
Discovery of Visual Semantics by Unsupervised and Self-Supervised
  Representation Learning
Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning
Gustav Larsson
SSLVLM
46
5
0
19 Aug 2017
Dilated Deep Residual Network for Image Denoising
Dilated Deep Residual Network for Image Denoising
Tianyang Wang
Mingxuan Sun
Kaoning Hu
MedIm
78
83
0
18 Aug 2017
Stacked Deconvolutional Network for Semantic Segmentation
Stacked Deconvolutional Network for Semantic Segmentation
J. Fu
Qingbin Liu
Yuhang Wang
Hanqing Lu
SSeg
71
213
0
16 Aug 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks
Segmentation-Aware Convolutional Networks Using Local Attention Masks
Adam W. Harley
Konstantinos G. Derpanis
Iasonas Kokkinos
SSeg
212
142
0
15 Aug 2017
DesnowNet: Context-Aware Deep Network for Snow Removal
DesnowNet: Context-Aware Deep Network for Snow Removal
Yun-Fu Liu
Da-Wei Jaw
Shih-Chia Huang
Lei Li
69
338
0
15 Aug 2017
Deep Edge-Aware Saliency Detection
Deep Edge-Aware Saliency Detection
Jing Zhang
Yuchao Dai
Fatih Porikli
Mingyi He
60
15
0
15 Aug 2017
Artistic style transfer for videos and spherical images
Artistic style transfer for videos and spherical images
Manuel Ruder
Alexey Dosovitskiy
Thomas Brox
3DH
144
138
0
13 Aug 2017
Learning to Synthesize a 4D RGBD Light Field from a Single Image
Learning to Synthesize a 4D RGBD Light Field from a Single Image
Pratul P. Srinivasan
Tongzhou Wang
Ashwin Sreelal
R. Ramamoorthi
Ren Ng
3DV
72
239
0
10 Aug 2017
Semantic Video CNNs through Representation Warping
Semantic Video CNNs through Representation Warping
Raghudeep Gadde
Varun Jampani
Peter V. Gehler
127
206
0
10 Aug 2017
Isointense infant brain MRI segmentation with a dilated convolutional
  neural network
Isointense infant brain MRI segmentation with a dilated convolutional neural network
P. Moeskops
J. Pluim
34
8
0
09 Aug 2017
Semantic Instance Segmentation with a Discriminative Loss Function
Semantic Instance Segmentation with a Discriminative Loss Function
Bert De Brabandere
D. Neven
Luc Van Gool
SSeg
168
447
0
08 Aug 2017
FoveaNet: Perspective-aware Urban Scene Parsing
FoveaNet: Perspective-aware Urban Scene Parsing
Xuzhao Li
Zequn Jie
Wei Wang
Changsong Liu
Jimei Yang
Xiaohui Shen
Zhe Lin
Qiang Chen
Shuicheng Yan
Jiashi Feng
3DPC
77
58
0
08 Aug 2017
Unconstrained Fashion Landmark Detection via Hierarchical Recurrent
  Transformer Networks
Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Transformer Networks
Sijie Yan
Ziwei Liu
Ping Luo
Shi Qiu
Xiaogang Wang
Xiaoou Tang
73
59
0
07 Aug 2017
Depth Adaptive Deep Neural Network for Semantic Segmentation
Depth Adaptive Deep Neural Network for Semantic Segmentation
Byeongkeun Kang
Yeejin Lee
Truong Thao Nguyen
MDE
83
59
0
05 Aug 2017
SurfaceNet: An End-to-end 3D Neural Network for Multiview Stereopsis
SurfaceNet: An End-to-end 3D Neural Network for Multiview Stereopsis
Mengqi Ji
Juergen Gall
Haitian Zheng
Yebin Liu
Lu Fang
3DV
53
397
0
05 Aug 2017
DSOD: Learning Deeply Supervised Object Detectors from Scratch
DSOD: Learning Deeply Supervised Object Detectors from Scratch
Zhiqiang Shen
Zhuang Liu
Jianguo Li
Yu-Gang Jiang
Yurong Chen
Xiangyang Xue
ObjD
97
603
0
03 Aug 2017
Automatic Segmentation and Disease Classification Using Cardiac Cine MR
  Images
Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images
J. Wolterink
T. Leiner
M. Viergever
Ivana Isgum
84
112
0
03 Aug 2017
Learning Feature Pyramids for Human Pose Estimation
Learning Feature Pyramids for Human Pose Estimation
Wei Yang
Shuang Li
Wanli Ouyang
Hongsheng Li
Xiaogang Wang
3DH
100
492
0
03 Aug 2017
Learning Spherical Convolution for Fast Features from 360° Imagery
Learning Spherical Convolution for Fast Features from 360° Imagery
Yu-Chuan Su
Kristen Grauman
3DPC
97
104
0
02 Aug 2017
Monocular Depth Estimation with Hierarchical Fusion of Dilated CNNs and
  Soft-Weighted-Sum Inference
Monocular Depth Estimation with Hierarchical Fusion of Dilated CNNs and Soft-Weighted-Sum Inference
Yue Liu
Yuchao Dai
Mingyi He
MDE
83
139
0
02 Aug 2017
Automatic segmentation of the intracranialvolume in fetal MR images
Automatic segmentation of the intracranialvolume in fetal MR images
Nadieh Khalili
P. Moeskops
N. Claessens
S. Scherpenzeel
Elise Turk
R. Heus
M. Benders
M. Viergever
J. Pluim
I. Išgum
47
15
0
31 Jul 2017
Photographic Image Synthesis with Cascaded Refinement Networks
Photographic Image Synthesis with Cascaded Refinement Networks
Qifeng Chen
V. Koltun
75
954
0
28 Jul 2017
Context-Aware Single-Shot Detector
Context-Aware Single-Shot Detector
Wei Xiang
Dong-Qing Zhang
H. H. Yu
V. Athitsos
ObjD
76
47
0
27 Jul 2017
Fast Deep Matting for Portrait Animation on Mobile Phone
Fast Deep Matting for Portrait Animation on Mobile Phone
Bingke Zhu
Yingying Chen
Jinqiao Wang
Si Liu
Bo Zhang
Ming Tang
3DH
64
78
0
26 Jul 2017
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