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1502.03240
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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
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Papers citing
"Conditional Random Fields as Recurrent Neural Networks"
50 / 938 papers shown
SOGNet: Scene Overlap Graph Network for Panoptic Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2019
Jianlong Wu
Guoying Gu
Xia Li
Qijie Zhao
Yue Yu
Zhouchen Lin
ISeg
162
63
0
18 Nov 2019
Multiple Style-Transfer in Real-Time
Michael C. Maring
Kaustav Chakraborty
131
1
0
15 Nov 2019
Location-aware Upsampling for Semantic Segmentation
Xiangyu He
Zitao Mo
Qiang Chen
Anda Cheng
Peisong Wang
Jian Cheng
233
2
0
13 Nov 2019
Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding
Isprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2019
Yilei Shi
Qingyu Li
X. Zhu
169
119
0
08 Nov 2019
Towards Learning Structure via Consensus for Face Segmentation and Parsing
Computer Vision and Pattern Recognition (CVPR), 2019
I. Masi
Joe Mathai
Wael AbdAlmageed
CVBM
362
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0
03 Nov 2019
Graph Structured Prediction Energy Networks
Neural Information Processing Systems (NeurIPS), 2019
Colin Graber
Alex Schwing
342
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0
31 Oct 2019
Multi-source Domain Adaptation for Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2019
Sicheng Zhao
Yue Liu
Xiangyu Yue
Yang Gu
Pengfei Xu
Runbo Hu
Hua Chai
Kurt Keutzer
198
173
0
27 Oct 2019
Region Mutual Information Loss for Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2019
Shuai Zhao
Yang Wang
Zheng Yang
Deng Cai
VLM
171
135
0
26 Oct 2019
Fast and Differentiable Message Passing on Pairwise Markov Random Fields
Zhiwei Xu
Thalaiyasingam Ajanthan
Leonid Sigal
136
0
0
24 Oct 2019
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
Information Fusion (Inf. Fusion), 2019
Alejandro Barredo Arrieta
Natalia Díaz Rodríguez
Javier Del Ser
Adrien Bennetot
Siham Tabik
...
S. Gil-Lopez
Daniel Molina
Richard Benjamins
Raja Chatila
Francisco Herrera
XAI
937
7,578
0
22 Oct 2019
Correlation Maximized Structural Similarity Loss for Semantic Segmentation
Shuai Zhao
Boxi Wu
Wenqing Chu
Yao Hu
Deng Cai
126
27
0
19 Oct 2019
Deformable Kernel Networks for Joint Image Filtering
International Journal of Computer Vision (IJCV), 2019
Beomjun Kim
Jean Ponce
Bumsub Ham
340
160
0
17 Oct 2019
Deep Multiphase Level Set for Scene Parsing
IEEE Transactions on Image Processing (TIP), 2019
Silong Yong
Wei Liu
Yinjie Lei
Hongyu Wang
Huchuan Lu
188
17
0
08 Oct 2019
A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis
Samuel Budd
E. C. Robinson
Bernhard Kainz
LM&MA
231
557
0
07 Oct 2019
GENN: Predicting Correlated Drug-drug Interactions with Graph Energy Neural Networks
Tengfei Ma
Junyuan Shang
Cao Xiao
Jimeng Sun
GNN
157
15
0
04 Oct 2019
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
J. Clough
Nicholas Byrne
Ilkay Oksuz
Zhenzhong Lan
Julia A. Schnabel
A. King
244
264
0
04 Oct 2019
Real-Time Semantic Stereo Matching
IEEE International Conference on Robotics and Automation (ICRA), 2019
Pier Luigi Dovesi
Matteo Poggi
Lorenzo Andraghetti
Miquel Martí
Hedvig Kjellström
Alessandro Pieropan
S. Mattoccia
3DV
205
83
0
01 Oct 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop
IEEE International Conference on Computer Vision (ICCV), 2019
Nikos Kolotouros
Georgios Pavlakos
Michael J. Black
Kostas Daniilidis
3DH
402
1,089
0
27 Sep 2019
Learning Pixel Representations for Generic Segmentation
Oran Shayer
M. Lindenbaum
SSeg
69
1
0
25 Sep 2019
Learning Propagation for Arbitrarily-structured Data
IEEE International Conference on Computer Vision (ICCV), 2019
Sifei Liu
Xueting Li
Varun Jampani
Shalini De Mello
Jan Kautz
GNN
160
0
0
25 Sep 2019
Fuzzy Semantic Segmentation of Breast Ultrasound Image with Breast Anatomy Constraints
Kuan Huang
Yingtao Zhang
Heng-Da Cheng
P. Xing
Boyu Zhang
133
10
0
14 Sep 2019
Dual Graph Convolutional Network for Semantic Segmentation
British Machine Vision Conference (BMVC), 2019
Li Zhang
Xiangtai Li
Anurag Arnab
Kuiyuan Yang
Yunhai Tong
Juil Sock
GNN
275
190
0
13 Sep 2019
Semantic Foreground Inpainting from Weak Supervision
IEEE Robotics and Automation Letters (RA-L), 2019
Chenyang Lu
Gijs Dubbelman
228
13
0
10 Sep 2019
Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection
IEEE International Conference on Computer Vision (ICCV), 2019
Yingyue Xu
Dan Xu
Xiaopeng Hong
Wanli Ouyang
Rongrong Ji
Mingliang Xu
Guoying Zhao
242
44
0
10 Sep 2019
Squeeze-and-Attention Networks for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2019
Zilong Zhong
Z. Q. Lin
Rene Bidart
Xiaodan Hu
Ibrahim Ben Daya
Zhifeng Li
Wei-Shi Zheng
Jonathan Li
A. Wong
SSeg
239
262
0
08 Sep 2019
Semantic Correlation Promoted Shape-Variant Context for Segmentation
Computer Vision and Pattern Recognition (CVPR), 2019
Henghui Ding
Xudong Jiang
Bing Shuai
A. Liu
Gang Wang
ISeg
249
177
0
05 Sep 2019
Distance transform regression for spatially-aware deep semantic segmentation
Computer Vision and Image Understanding (CVIU), 2019
Nicolas Audebert
Alexandre Boulch
Bertrand Le Saux
Sébastien Lefèvre
119
39
0
04 Sep 2019
SSAP: Single-Shot Instance Segmentation With Affinity Pyramid
IEEE International Conference on Computer Vision (ICCV), 2019
Naiyu Gao
Yanhu Shan
Yupei Wang
Xin Zhao
Yinan Yu
Ming Yang
Kaiqi Huang
SSeg
ISeg
255
245
0
04 Sep 2019
Discriminative Topic Modeling with Logistic LDA
Neural Information Processing Systems (NeurIPS), 2019
I. Korshunova
Hanchen Xiong
Mateusz Fedoryszak
Lucas Theis
267
19
0
03 Sep 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation
Nima Tajbakhsh
Laura Jeyaseelan
Cunliang Kong
J. Chiang
Zhihao Wu
Xiaowei Ding
426
884
0
27 Aug 2019
A Probabilistic Representation of Deep Learning
Xinjie Lan
Kenneth Barner
UQCV
BDL
AI4CE
218
1
0
26 Aug 2019
Crowd Counting with Deep Structured Scale Integration Network
IEEE International Conference on Computer Vision (ICCV), 2019
Lingbo Liu
Zhilin Qiu
Guanbin Li
Shufan Liu
Wanli Ouyang
Liang Lin
133
249
0
23 Aug 2019
Asymmetric Non-local Neural Networks for Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2019
Zhen Zhu
Mengde Xu
S. Bai
Tengteng Huang
X. Bai
870
673
0
21 Aug 2019
Efficient Deep Neural Networks
Bichen Wu
137
12
0
20 Aug 2019
Dynamic Graph Message Passing Networks
Computer Vision and Pattern Recognition (CVPR), 2019
Li Zhang
Dan Xu
Anurag Arnab
Juil Sock
GNN
389
147
0
19 Aug 2019
Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization
IEEE International Conference on Computer Vision (ICCV), 2019
Maans Larsson
Erik Stenborg
Carl Toft
Lars Hammarstrand
Torsten Sattler
Fredrik Kahl
SSeg
171
75
0
18 Aug 2019
Parametric Majorization for Data-Driven Energy Minimization Methods
IEEE International Conference on Computer Vision (ICCV), 2019
Jonas Geiping
Michael Moeller
226
5
0
17 Aug 2019
A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning
ACM Multimedia (ACM MM), 2019
Pengfei Wang
Chengquan Zhang
Fei Qi
Zuming Huang
Mengyi En
Junyu Han
Jingtuo Liu
Errui Ding
Guangming Shi
208
65
0
15 Aug 2019
I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation
Laurens Samson
Nanne van Noord
Olaf Booij
M. Hofmann
E. Gavves
Mohsen Ghafoorian
GAN
155
14
0
07 Aug 2019
Continuous Graph Flow
Zhiwei Deng
Megha Nawhal
Lili Meng
Greg Mori
212
3
0
07 Aug 2019
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization
Christian Payer
Darko Štern
Horst Bischof
M. Urschler
203
311
0
02 Aug 2019
Grid Saliency for Context Explanations of Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2019
Lukas Hoyer
Mauricio Muñoz
P. Katiyar
Anna Khoreva
Volker Fischer
FAtt
330
57
0
30 Jul 2019
Weakly Supervised Body Part Segmentation with Pose based Part Priors
Zhengyuan Yang
Yuncheng Li
Linjie Yang
Ning Zhang
Jiebo Luo
138
4
0
30 Jul 2019
End-to-End Learning Deep CRF models for Multi-Object Tracking
Jun Xiang
Ma Chao
Guohan Xu
Jianhua Hou
VOT
162
48
0
29 Jul 2019
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
M. Heinrich
MedIm
161
92
0
25 Jul 2019
U4D: Unsupervised 4D Dynamic Scene Understanding
IEEE International Conference on Computer Vision (ICCV), 2019
A. Mustafa
Chris Russell
A. Hilton
159
6
0
23 Jul 2019
Improving Semantic Segmentation via Dilated Affinity
Boxi Wu
Shuai Zhao
Wenqing Chu
Zheng Yang
Deng Cai
189
5
0
16 Jul 2019
Understanding Deep Learning Techniques for Image Segmentation
ACM Computing Surveys (ACM CSUR), 2019
Swarnendu Ghosh
N. Das
Ishita Das
U. Maulik
SSeg
VLM
163
419
0
13 Jul 2019
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2019
Towaki Takikawa
David Acuna
Varun Jampani
Sanja Fidler
251
671
0
12 Jul 2019
Multi-Person tracking by multi-scale detection in Basketball scenarios
Adrià Arbués Sangüesa
G. Haro
C. Ballester
183
2
0
10 Jul 2019
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