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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
Universal Adversarial Perturbations Against Semantic Image Segmentation
Universal Adversarial Perturbations Against Semantic Image Segmentation
J. H. Metzen
Mummadi Chaithanya Kumar
Thomas Brox
Volker Fischer
AAML
175
288
0
19 Apr 2017
Annotating Object Instances with a Polygon-RNN
Annotating Object Instances with a Polygon-RNN
Lluis Castrejon
Kaustav Kundu
R. Urtasun
Sanja Fidler
SSeg
141
361
0
18 Apr 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of
  the Art
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art
J. Janai
Fatma Guney
Aseem Behl
Andreas Geiger
160
799
0
18 Apr 2017
Joint Semantic and Motion Segmentation for dynamic scenes using Deep
  Convolutional Networks
Joint Semantic and Motion Segmentation for dynamic scenes using Deep Convolutional Networks
Nazrul Haque
Dinesh Reddy Narapureddy
K. M. Krishna
46
12
0
18 Apr 2017
FastVentricle: Cardiac Segmentation with ENet
FastVentricle: Cardiac Segmentation with ENet
Jesse Lieman-Sifry
Matthieu Lê
Felix Lau
Sean Sall
Daniel Golden
66
53
0
13 Apr 2017
2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose
  Estimation
2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation
Ju Yong Chang
Kyoung Mu Lee
3DH
54
17
0
13 Apr 2017
Virtual to Real Reinforcement Learning for Autonomous Driving
Virtual to Real Reinforcement Learning for Autonomous Driving
Xinlei Pan
Yurong You
Ziyan Wang
Cewu Lu
OffRL
115
337
0
13 Apr 2017
A Neural Parametric Singing Synthesizer
A Neural Parametric Singing Synthesizer
Merlijn Blaauw
J. Bonada
69
98
0
12 Apr 2017
Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation
  in Congenital Heart Disease
Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease
J. Wolterink
T. Leiner
M. Viergever
Ivana Išgum
49
100
0
12 Apr 2017
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline
  Optimization
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization
D. Vigneault
Weidi Xie
D. Bluemke
J. A. Noble
76
13
0
12 Apr 2017
Learning Deep CNN Denoiser Prior for Image Restoration
Learning Deep CNN Denoiser Prior for Image Restoration
Peng Sun
W. Zuo
Shuhang Gu
Lei Zhang
SupR
156
1,849
0
11 Apr 2017
Loss Max-Pooling for Semantic Image Segmentation
Loss Max-Pooling for Semantic Image Segmentation
Samuel Rota Buló
Gerhard Neuhold
Peter Kontschieder
SSeg
104
117
0
10 Apr 2017
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image
  Reconstruction
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction
Jo Schlemper
Jose Caballero
Joseph V. Hajnal
Anthony N. Price
Daniel Rueckert
92
1,140
0
08 Apr 2017
Learned Watershed: End-to-End Learning of Seeded Segmentation
Learned Watershed: End-to-End Learning of Seeded Segmentation
Steffen Wolf
Lukas Schott
Ullrich Kothe
Fred Hamprecht
56
35
0
07 Apr 2017
Convolutional Neural Pyramid for Image Processing
Convolutional Neural Pyramid for Image Processing
Xiaoyong Shen
Ying-Cong Chen
Xin Tao
Jiaya Jia
66
36
0
07 Apr 2017
Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via
  Deep Layer Cascade
Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade
Xiaoxiao Li
Ziwei Liu
Ping Luo
Chen Change Loy
Xiaoou Tang
166
264
0
05 Apr 2017
Multiple Instance Detection Network with Online Instance Classifier
  Refinement
Multiple Instance Detection Network with Online Instance Classifier Refinement
Peng Tang
Xinggang Wang
X. Bai
Wenyu Liu
WSOD
111
443
0
01 Apr 2017
Learning Visual Servoing with Deep Features and Fitted Q-Iteration
Learning Visual Servoing with Deep Features and Fitted Q-Iteration
Alex X. Lee
Sergey Levine
Pieter Abbeel
SSL
49
73
0
31 Mar 2017
LabelBank: Revisiting Global Perspectives for Semantic Segmentation
LabelBank: Revisiting Global Perspectives for Semantic Segmentation
Hexiang Hu
Zhiwei Deng
Guang-Tong Zhou
Fei Sha
Greg Mori
VLM
81
16
0
29 Mar 2017
Active Convolution: Learning the Shape of Convolution for Image
  Classification
Active Convolution: Learning the Shape of Convolution for Image Classification
Yunho Jeon
Junmo Kim
88
172
0
27 Mar 2017
LIDAR-based Driving Path Generation Using Fully Convolutional Neural
  Networks
LIDAR-based Driving Path Generation Using Fully Convolutional Neural Networks
Luca Caltagirone
M. Bellone
Lennart Svensson
M. Wahde
3DPC
123
61
0
27 Mar 2017
Multi-View Deep Learning for Consistent Semantic Mapping with RGB-D
  Cameras
Multi-View Deep Learning for Consistent Semantic Mapping with RGB-D Cameras
Lingni Ma
J. Stückler
C. Kerl
Daniel Cremers
70
152
0
26 Mar 2017
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in
  Chest X-rays
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays
Wei-Ming Dai
Joseph Doyle
Xiaodan Liang
Zeya Wang
Nanqing Dong
Huatian Zhang
Eric Xing
MedIm
93
170
0
26 Mar 2017
Open Vocabulary Scene Parsing
Open Vocabulary Scene Parsing
Hang Zhao
Xavier Puig
Bolei Zhou
Sanja Fidler
Antonio Torralba
VLM3DV
102
120
0
26 Mar 2017
Count-ception: Counting by Fully Convolutional Redundant Counting
Count-ception: Counting by Fully Convolutional Redundant Counting
Joseph Paul Cohen
G. Boucher
C. A. Glastonbury
Henry Z. Lo
Yoshua Bengio
76
158
0
25 Mar 2017
Deep Residual Learning for Instrument Segmentation in Robotic Surgery
Deep Residual Learning for Instrument Segmentation in Robotic Surgery
D. Pakhomov
Vittal Premachandran
M. Allan
M. Azizian
Nassir Navab
MedIm
60
118
0
24 Mar 2017
Self corrective Perturbations for Semantic Segmentation and
  Classification
Self corrective Perturbations for Semantic Segmentation and Classification
S. Sankaranarayanan
Arpit Jain
Ser Nam Lim
26
0
0
23 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation
Predicting Deeper into the Future of Semantic Segmentation
Pauline Luc
Natalia Neverova
Camille Couprie
Jakob Verbeek
Yann LeCun
104
243
0
22 Mar 2017
One-Shot Imitation Learning
One-Shot Imitation Learning
Yan Duan
Marcin Andrychowicz
Bradly C. Stadie
Jonathan Ho
Jonas Schneider
Ilya Sutskever
Pieter Abbeel
Wojciech Zaremba
OffRL
88
689
0
21 Mar 2017
Deformable Convolutional Networks
Deformable Convolutional Networks
Jifeng Dai
Haozhi Qi
Yuwen Xiong
Yi Li
Guodong Zhang
Han Hu
Yichen Wei
239
5,361
0
17 Mar 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer
  Vision?
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?
Alex Kendall
Y. Gal
BDLOODUDUQCVPER
411
4,731
0
15 Mar 2017
Comparison of the Deep-Learning-Based Automated Segmentation Methods for
  the Head Sectioned Images of the Virtual Korean Human Project
Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project
M. Eshghi
H. Roth
M. Oda
M. Chung
K. Mori
24
3
0
15 Mar 2017
Conditional Time Series Forecasting with Convolutional Neural Networks
Conditional Time Series Forecasting with Convolutional Neural Networks
Anastasia Borovykh
S. Bohté
C. Oosterlee
AI4TS
102
479
0
14 Mar 2017
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification
  and Domain Adaptation
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation
Chunpeng Wu
W. Wen
Tariq Afzal
Yongmei Zhang
Yiran Chen
Hai Helen Li
80
46
0
12 Mar 2017
Colorization as a Proxy Task for Visual Understanding
Colorization as a Proxy Task for Visual Understanding
Gustav Larsson
Michael Maire
Gregory Shakhnarovich
SSL
203
499
0
11 Mar 2017
Fast LIDAR-based Road Detection Using Fully Convolutional Neural
  Networks
Fast LIDAR-based Road Detection Using Fully Convolutional Neural Networks
Luca Caltagirone
Samuel Scheidegger
Lennart Svensson
M. Wahde
80
18
0
10 Mar 2017
End-to-end semantic face segmentation with conditional random fields as
  convolutional, recurrent and adversarial networks
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks
Umut Güçlü
Yağmur Güçlütürk
Meysam Madadi
Sergio Escalera
Xavier Baro
Jordi Gonzalez
R. Lier
Marcel van Gerven
CVBMGANSSeg
68
19
0
09 Mar 2017
Large Kernel Matters -- Improve Semantic Segmentation by Global
  Convolutional Network
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network
Chao Peng
Xiangyu Zhang
Gang Yu
G. Luo
Jian Sun
VLMSSeg
113
1,491
0
08 Mar 2017
SegICP: Integrated Deep Semantic Segmentation and Pose Estimation
SegICP: Integrated Deep Semantic Segmentation and Pose Estimation
J. M. Wong
Vincent Kee
T. Le
S. Wagner
G. Mariottini
...
Mitchell Hebert
David M. S. Johnson
Jimmy Wu
Bolei Zhou
Antonio Torralba
68
148
0
05 Mar 2017
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action
  Localization in Untrimmed Videos
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos
Zheng Shou
Jonathan Chan
Alireza Zareian
K. Miyazawa
Shih-Fu Chang
86
561
0
04 Mar 2017
FeUdal Networks for Hierarchical Reinforcement Learning
FeUdal Networks for Hierarchical Reinforcement Learning
A. Vezhnevets
Simon Osindero
Tom Schaul
N. Heess
Max Jaderberg
David Silver
Koray Kavukcuoglu
FedML
112
908
0
03 Mar 2017
A Deep Cascade of Convolutional Neural Networks for MR Image
  Reconstruction
A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction
Jo Schlemper
Jose Caballero
Joseph V. Hajnal
Anthony N. Price
Daniel Rueckert
127
348
0
01 Mar 2017
II-FCN for skin lesion analysis towards melanoma detection
II-FCN for skin lesion analysis towards melanoma detection
Hongdiao Wen
61
21
0
28 Feb 2017
eXpose: A Character-Level Convolutional Neural Network with Embeddings
  For Detecting Malicious URLs, File Paths and Registry Keys
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys
Joshua Saxe
Konstantin Berlin
98
208
0
27 Feb 2017
Understanding Convolution for Semantic Segmentation
Understanding Convolution for Semantic Segmentation
Panqu Wang
Pengfei Chen
Ye Yuan
Ding Liu
Zehua Huang
Xiaodi Hou
G. Cottrell
SSeg
110
1,695
0
27 Feb 2017
Segmentation of Objects by Hashing
Segmentation of Objects by Hashing
J. Curtò
I. Zarza
Alex Smola
Luc van Gool
15
0
0
27 Feb 2017
Improved Variational Autoencoders for Text Modeling using Dilated
  Convolutions
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions
Zichao Yang
Zhiting Hu
Ruslan Salakhutdinov
Taylor Berg-Kirkpatrick
110
389
0
27 Feb 2017
Lensless computational imaging through deep learning
Lensless computational imaging through deep learning
Ayan Sinha
Justin Lee
Shuai Li
George Barbastathis
98
521
0
22 Feb 2017
PixelNet: Representation of the pixels, by the pixels, and for the
  pixels
PixelNet: Representation of the pixels, by the pixels, and for the pixels
Aayush Bansal
Xinlei Chen
Bryan C. Russell
Abhinav Gupta
Deva Ramanan
SSeg
90
120
0
21 Feb 2017
Estimating Nonlinear Dynamics with the ConvNet Smoother
Estimating Nonlinear Dynamics with the ConvNet Smoother
L. Ambrogioni
Umut Güçlü
E. Maris
Marcel van Gerven
66
7
0
17 Feb 2017
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