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Conditional Random Fields as Recurrent Neural Networks
v1v2v3 (latest)

Conditional Random Fields as Recurrent Neural Networks

11 February 2015
Shuai Zheng
Sadeep Jayasumana
Bernardino Romera-Paredes
Vibhav Vineet
Zhizhong Su
Dalong Du
Chang Huang
Juil Sock
    SSeg
ArXiv (abs)PDFHTML

Papers citing "Conditional Random Fields as Recurrent Neural Networks"

50 / 938 papers shown
COCO-Stuff: Thing and Stuff Classes in Context
COCO-Stuff: Thing and Stuff Classes in Context
Holger Caesar
J. Uijlings
V. Ferrari
901
1,571
0
12 Dec 2016
3D Shape Segmentation with Projective Convolutional Networks
3D Shape Segmentation with Projective Convolutional Networks
E. Kalogerakis
Melinos Averkiou
Subhransu Maji
S. Chaudhuri
3DV3DPC
195
378
0
08 Dec 2016
Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation
Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation
Xianming Liu
Amy Zhang
T. Tiecke
A. Gros
Thomas S. Huang
101
7
0
08 Dec 2016
FCNs in the Wild: Pixel-level Adversarial and Constraint-based
  Adaptation
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation
Judy Hoffman
Yi Xu
Feng Yu
Trevor Darrell
OOD
268
821
0
08 Dec 2016
Bottom-Up Top-Down Cues for Weakly-Supervised Semantic Segmentation
Bottom-Up Top-Down Cues for Weakly-Supervised Semantic Segmentation
Qibin Hou
P. Dokania
Daniela Massiceti
Yunchao Wei
Ming-Ming Cheng
Juil Sock
189
38
0
07 Dec 2016
Diverse Sampling for Self-Supervised Learning of Semantic Segmentation
Diverse Sampling for Self-Supervised Learning of Semantic Segmentation
Mohammadreza Mostajabi
Nicholas I. Kolkin
Gregory Shakhnarovich
VLMSSegSSL
148
3
0
06 Dec 2016
Deep Stereo Matching with Dense CRF Priors
Deep Stereo Matching with Dense CRF Priors
Ron Slossberg
Aaron Wetzler
Ron Kimmel
3DV
67
5
0
06 Dec 2016
ImageNet pre-trained models with batch normalization
ImageNet pre-trained models with batch normalization
Marcel Simon
E. Rodner
Joachim Denzler
VLMSSeg
203
169
0
05 Dec 2016
Pyramid Scene Parsing Network
Pyramid Scene Parsing Network
Hengshuang Zhao
Jianping Shi
Xiaojuan Qi
Xiaogang Wang
Jiaya Jia
VOSSSeg
1.3K
13,609
0
04 Dec 2016
Video Scene Parsing with Predictive Feature Learning
Video Scene Parsing with Predictive Feature Learning
Xiaojie Jin
Xuzhao Li
Huaxin Xiao
Xiaohui Shen
Zhe Lin
...
Jian Dong
Luoqi Liu
Zequn Jie
Jiashi Feng
Shuicheng Yan
331
114
0
01 Dec 2016
End-to-End Training of Hybrid CNN-CRF Models for Stereo
End-to-End Training of Hybrid CNN-CRF Models for Stereo
Patrick Knöbelreiter
Christian Reinbacher
Alexander Shekhovtsov
Thomas Pock
3DV
265
135
0
30 Nov 2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
Zifeng Wu
Chunhua Shen
Anton Van Den Hengel
SSeg
925
1,656
0
30 Nov 2016
Semantic Facial Expression Editing using Autoencoded Flow
Semantic Facial Expression Editing using Autoencoded Flow
Raymond A. Yeh
Ziwei Liu
Dan B. Goldman
A. Agarwala
CVBM3DH
156
74
0
30 Nov 2016
Efficient Linear Programming for Dense CRFs
Efficient Linear Programming for Dense CRFs
Thalaiyasingam Ajanthan
Alban Desmaison
Rudy Bunel
Mathieu Salzmann
Juil Sock
M. P. Kumar
258
16
0
29 Nov 2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for
  Semantic Segmentation
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation
S. Jégou
M. Drozdzal
David Vazquez
Adriana Romero
Yoshua Bengio
SSeg
556
1,642
0
28 Nov 2016
Deep, Dense, and Low-Rank Gaussian Conditional Random Fields
Deep, Dense, and Low-Rank Gaussian Conditional Random Fields
Siddhartha Chandra
Iasonas Kokkinos
BDL
113
1
0
28 Nov 2016
Object Detection Free Instance Segmentation With Labeling
  Transformations
Object Detection Free Instance Segmentation With Labeling Transformations
Long Jin
Zeyu Chen
Zhuowen Tu
ISeg
185
17
0
28 Nov 2016
Improving Fully Convolution Network for Semantic Segmentation
Improving Fully Convolution Network for Semantic Segmentation
Bing Shuai
Ting Liu
G. Wang
SSeg
132
23
0
28 Nov 2016
Semantic Segmentation using Adversarial Networks
Semantic Segmentation using Adversarial Networks
Pauline Luc
Camille Couprie
Soumith Chintala
Jakob Verbeek
GANSSeg
239
746
0
25 Nov 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street
  Scenes
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes
Tobias Pohlen
Alexander Hermans
Markus Mathias
Bastian Leibe
SSeg
338
580
0
24 Nov 2016
InstanceCut: from Edges to Instances with MultiCut
InstanceCut: from Edges to Instances with MultiCut
Alexander Kirillov
Evgeny Levinkov
Bjoern Andres
Bogdan Savchynskyy
Carsten Rother
SSeg
261
261
0
24 Nov 2016
Recalling Holistic Information for Semantic Segmentation
Recalling Holistic Information for Semantic Segmentation
Hexiang Hu
Zhiwei Deng
Guang-Tong Zhou
Fei Sha
Greg Mori
169
5
0
24 Nov 2016
Multi-Modal Mean-Fields via Cardinality-Based Clamping
Multi-Modal Mean-Fields via Cardinality-Based Clamping
Pierre Baqué
François Fleuret
Pascal Fua
AI4CE
154
3
0
23 Nov 2016
Straight to Shapes: Real-time Detection of Encoded Shapes
Straight to Shapes: Real-time Detection of Encoded Shapes
Saumya Jetley
Michael Sapienza
Stuart Golodetz
Juil Sock
ObjD
295
53
0
23 Nov 2016
Deep Feature Flow for Video Recognition
Deep Feature Flow for Video Recognition
Xizhou Zhu
Yuwen Xiong
Jifeng Dai
Lu Yuan
Yichen Wei
344
626
0
23 Nov 2016
Fully Convolutional Instance-aware Semantic Segmentation
Fully Convolutional Instance-aware Semantic Segmentation
Yi Li
Haozhi Qi
Jifeng Dai
Xiangyang Ji
Yichen Wei
ISegSSeg
269
1,043
0
23 Nov 2016
Scene Labeling using Gated Recurrent Units with Explicit Long Range
  Conditioning
Scene Labeling using Gated Recurrent Units with Explicit Long Range Conditioning
Qiangui Huang
Weiyue Wang
S. Kevin Zhou
Suya You
Ulrich Neumann
172
4
0
22 Nov 2016
Efficient Convolutional Neural Network with Binary Quantization Layer
Efficient Convolutional Neural Network with Binary Quantization Layer
Mahdyar Ravanbakhsh
Hossein Mousavi
Moin Nabi
L. Marcenaro
C. Regazzoni
SSegMQ
91
1
0
21 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic
  Segmentation
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation
Guosheng Lin
Anton Milan
Chunhua Shen
Ian Reid
AI4TSSSeg
521
3,054
0
20 Nov 2016
Generalized BackPropagation, Étude De Cas: Orthogonality
Generalized BackPropagation, Étude De Cas: Orthogonality
Mehrtash Harandi
Basura Fernando
167
63
0
17 Nov 2016
End-to-end Learning of Cost-Volume Aggregation for Real-time Dense
  Stereo
End-to-end Learning of Cost-Volume Aggregation for Real-time Dense Stereo
Andrey Kuzmin
Dmitry Mikushin
Victor Lempitsky
3DV
105
25
0
17 Nov 2016
Semantic Regularisation for Recurrent Image Annotation
Semantic Regularisation for Recurrent Image Annotation
Feng Liu
Tao Xiang
Timothy M. Hospedales
Wankou Yang
Changyin Sun
174
108
0
16 Nov 2016
Convolutional Gated Recurrent Networks for Video Segmentation
Convolutional Gated Recurrent Networks for Video Segmentation
Mennatullah Siam
Sepehr Valipour
Martin Jägersand
Nilanjan Ray
VOS
329
105
0
16 Nov 2016
A New Recurrent Neural CRF for Learning Non-linear Edge Features
A New Recurrent Neural CRF for Learning Non-linear Edge Features
Shuming Ma
Xu Sun
113
11
0
14 Nov 2016
CRF-CNN: Modeling Structured Information in Human Pose Estimation
CRF-CNN: Modeling Structured Information in Human Pose Estimation
Xiao Chu
Wanli Ouyang
Jiaming Song
Xiaogang Wang
157
79
0
02 Nov 2016
Towards Lifelong Self-Supervision: A Deep Learning Direction for
  Robotics
Towards Lifelong Self-Supervision: A Deep Learning Direction for Robotics
J. M. Wong
256
12
0
01 Nov 2016
Represent, Aggregate, and Constrain: A Novel Architecture for Machine
  Reading from Noisy Sources
Represent, Aggregate, and Constrain: A Novel Architecture for Machine Reading from Noisy Sources
Jason Naradowsky
Sebastian Riedel
108
1
0
30 Oct 2016
Sequence Segmentation Using Joint RNN and Structured Prediction Models
Sequence Segmentation Using Joint RNN and Structured Prediction Models
Yossi Adi
Joseph Keshet
E. Cibelli
Matthew A. Goldrick
118
21
0
25 Oct 2016
StuffNet: Using 'Stuff' to Improve Object Detection
StuffNet: Using 'Stuff' to Improve Object Detection
Samarth Brahmbhatt
H. Christensen
James Hays
3DPCObjD
244
22
0
19 Oct 2016
Mixed context networks for semantic segmentation
Mixed context networks for semantic segmentation
Haiming Sun
Di Xie
Shiliang Pu
SSeg
168
9
0
19 Oct 2016
Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully
  Convolutional Neural Networks and 3D Conditional Random Fields
Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random FieldsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2016
P. Christ
M. Elshaer
Florian Ettlinger
S. Tatavarty
Marc Bickel
...
Felix O. Hofmann
M. D’Anastasi
Wieland H. Sommer
Seyed-Ahmad Ahmadi
Bjoern Menze
MedIm
183
664
0
07 Oct 2016
PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation
PetroSurf3D - A Dataset for high-resolution 3D Surface SegmentationInternational Conference on Content-Based Multimedia Indexing (CBMI), 2016
Georg Poier
Markus Seidl
Matthias Zeppelzauer
Christian Reinbacher
M. Schaich
G. Bellandi
A. Marretta
Horst Bischof
3DV3DPC
354
10
0
06 Oct 2016
A CNN Cascade for Landmark Guided Semantic Part Segmentation
A CNN Cascade for Landmark Guided Semantic Part Segmentation
Aaron S. Jackson
Michel Valstar
Georgios Tzimiropoulos
SSeg
134
50
0
30 Sep 2016
CNN-aware Binary Map for General Semantic Segmentation
CNN-aware Binary Map for General Semantic Segmentation
Mahdyar Ravanbakhsh
Hossein Mousavi
Moin Nabi
Mohammad Rastegari
C. Regazzoni
155
10
0
29 Sep 2016
Input Convex Neural Networks
Input Convex Neural Networks
Brandon Amos
Lei Xu
J. Zico Kolter
972
754
0
22 Sep 2016
Semantic Segmentation of Earth Observation Data Using Multimodal and
  Multi-scale Deep Networks
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks
Nicolas Audebert
Bertrand Le Saux
Sébastien Lefèvre
SSeg
217
393
0
22 Sep 2016
PixelNet: Towards a General Pixel-level Architecture
PixelNet: Towards a General Pixel-level Architecture
Aayush Bansal
Xinlei Chen
Bryan C. Russell
Abhinav Gupta
Deva Ramanan
SSeg
416
63
0
21 Sep 2016
Column Networks for Collective Classification
Column Networks for Collective Classification
Trang Pham
T. Tran
Dinh Q. Phung
Svetha Venkatesh
GNN
299
148
0
15 Sep 2016
Gray-box inference for structured Gaussian process models
Gray-box inference for structured Gaussian process models
P. Galliani
Amir Dezfouli
Edwin V. Bonilla
Novi Quadrianto
BDL
102
4
0
14 Sep 2016
Bottom-up Instance Segmentation using Deep Higher-Order CRFs
Bottom-up Instance Segmentation using Deep Higher-Order CRFs
Anurag Arnab
Juil Sock
SSeg
251
54
0
08 Sep 2016
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