Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1502.03240
Cited By
v1
v2
v3 (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
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Conditional Random Fields as Recurrent Neural Networks"
50 / 938 papers shown
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty
Neural Information Processing Systems (NeurIPS), 2020
Miguel A. B. Monteiro
Loic Le Folgoc
Daniel Coelho De Castro
Nick Pawlowski
Bernardo Marques
Konstantinos Kamnitsas
Mark van der Wilk
Ben Glocker
UQCV
BDL
158
128
0
10 Jun 2020
Learning Convex Optimization Models
Akshay Agrawal
Shane T. Barratt
Stephen P. Boyd
209
50
0
07 Jun 2020
Learned Factor Graphs for Inference from Stationary Time Sequences
Stefano Rini
Nariman Farsad
Yonina C. Eldar
Andrea J. Goldsmith
373
24
0
05 Jun 2020
Egocentric Object Manipulation Graphs
Eadom Dessalene
Michael Maynord
Chinmaya Devaraj
Cornelia Fermuller
Yiannis Aloimonos
EgoV
179
20
0
05 Jun 2020
Depth-aware Blending of Smoothed Images for Bokeh Effect Generation
Journal of Visual Communication and Image Representation (JVCIR), 2020
S. Dutta
MDE
126
23
0
28 May 2020
Zoom in to the details of human-centric videos
International Conference on Information Photonics (ICIP), 2020
Guanghan Li
Yaping Zhao
Mengqi Ji
Xiaoyun Yuan
Lu Fang
3DH
102
10
0
27 May 2020
Single-Stage Semantic Segmentation from Image Labels
Nikita Araslanov
Stefan Roth
316
309
0
16 May 2020
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement
Computer Vision and Pattern Recognition (CVPR), 2020
Ho Kei Cheng
Jihoon Chung
Yu-Wing Tai
Chi-Keung Tang
SSeg
231
247
0
06 May 2020
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning?
Safa Messaoud
Maghav Kumar
Alex Schwing
238
5
0
27 Apr 2020
Distance Guided Channel Weighting for Semantic Segmentation
Xuanyi Liu
Lanyun Zhu
Shiping Zhu
Liangcheng Luo
283
2
0
27 Apr 2020
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yu Qiu
Yun-Hai Liu
Shijie Li
Jing Xu
237
151
0
21 Apr 2020
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate Annotations
IEEE International Symposium on Biomedical Imaging (ISBI), 2020
Ning Zhang
S. Francis
R. Malik
Xin Chen
3DV
148
7
0
20 Apr 2020
Learning to Predict Context-adaptive Convolution for Semantic Segmentation
European Conference on Computer Vision (ECCV), 2020
Jianbo Liu
Junjun He
Jimmy S. J. Ren
Yu Qiao
Jiaming Song
SSeg
212
29
0
17 Apr 2020
Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy images
H. Abdallah
Asiri G. Liyanaarachchi
Maranda Saigh
Samantha Silvers
S. Arslanturk
D. Taatjes
L. Larsson
B. Jena
D. Gatti
SSeg
135
11
0
14 Apr 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
International Journal of Computer Vision (IJCV), 2020
Changqian Yu
Changxin Gao
Jingbo Wang
Gang Yu
Chunhua Shen
Nong Sang
SSeg
290
1,451
0
05 Apr 2020
Context Prior for Scene Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
Changqian Yu
Jingbo Wang
Changxin Gao
Gang Yu
Chunhua Shen
Nong Sang
254
284
0
03 Apr 2020
Effective Fusion of Deep Multitasking Representations for Robust Visual Tracking
The Visual Computer (Vis. Comput.), 2020
S. M. Marvasti-Zadeh
Hossein Ghanei-Yakhdan
S. Kasaei
Kamal Nasrollahi
T. Moeslund
180
3
0
03 Apr 2020
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing
Computer Vision and Pattern Recognition (CVPR), 2020
Qibin Hou
Li Zhang
Ming-Ming Cheng
Jiashi Feng
SSeg
3DPC
169
613
0
30 Mar 2020
Going in circles is the way forward: the role of recurrence in visual inference
Current Opinion in Neurobiology (Curr Opin Neurobiol), 2020
R. S. V. Bergen
N. Kriegeskorte
313
91
0
26 Mar 2020
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
Xiong Zhang
Hongmin Xu
Hong Mo
Jianchao Tan
Cheng Yang
Lei Wang
Wenqi Ren
AI4CE
210
95
0
26 Mar 2020
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
Xia Li
Jianlong Wu
Qijie Zhao
Tiancheng Shen
Zhouchen Lin
Hong Liu
SSeg
GNN
314
174
0
23 Mar 2020
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic Segmentation
Quan Zhou
Dechun Cong
B. Kang
Xiaofu Wu
B. Zheng
Huimin Lu
Longin Jan Latecki
SSeg
ISeg
125
0
0
21 Mar 2020
Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks
Karan Sikka
Andrew Silberfarb
John Byrnes
Indranil Sur
Edmond Chow
Ajay Divakaran
R. Rohwer
NAI
162
11
0
16 Mar 2020
Deep Affinity Net: Instance Segmentation via Affinity
Xingqian Xu
M. Chiu
Thomas S. Huang
Humphrey Shi
ISeg
SSeg
151
11
0
15 Mar 2020
Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems
Computer Vision and Pattern Recognition (CVPR), 2020
Patrick Knöbelreiter
Christian Sormann
Alexander Shekhovtsov
Friedrich Fraundorfer
Thomas Pock
172
23
0
13 Mar 2020
Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes
Genshun Dong
Y. Yan
Chunhua Shen
Hanzi Wang
SSeg
243
124
0
11 Mar 2020
Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class
Xi Li
Huimin Ma
Sheng Yi
Yanxian Chen
134
0
0
10 Mar 2020
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation
BioMed Research International (Biomed Res Int), 2020
Jinghua Zhang
Chen Li
Frank Kulwa
Xin Zhao
Changhao Sun
Zihan Li
Tao Jiang
Hong Li
Shouliang Qi
204
24
0
08 Mar 2020
Neural Enhanced Belief Propagation on Factor Graphs
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Victor Garcia Satorras
Max Welling
443
106
0
04 Mar 2020
Gastric histopathology image segmentation using a hierarchical conditional random field
Biocybernetics and Biomedical Engineering (BBE), 2020
Changhao Sun
Chen Li
Jinghua Zhang
Muhammad Rahaman
Shiliang Ai
Hao Chen
Frank Kulwa
Yixin Li
Xiaoyan Li
Tao Jiang
213
50
0
03 Mar 2020
ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation
Yuemeng Li
Hongming Li
Yong-Xian Fan
3DPC
341
35
0
13 Feb 2020
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF)
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Qingyu Li
Yilei Shi
Xin Huang
Xiaoxiang Zhu
192
66
0
11 Feb 2020
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation
Journal of Mathematical Imaging and Vision (JMIV), 2020
Jun Liu
Xiang Wang
X. Tai
146
51
0
10 Feb 2020
3D Shape Segmentation with Geometric Deep Learning
International Conference on Image Analysis and Processing (ICIAP), 2019
Davide Boscaini
Fabio Poiesi
3DV
3DPC
108
2
0
02 Feb 2020
Gated Path Selection Network for Semantic Segmentation
IEEE Transactions on Image Processing (TIP), 2020
Qichuan Geng
Hong Zhang
Xiaojuan Qi
Ruigang Yang
Zhong Zhou
Gao Huang
204
25
0
19 Jan 2020
Learning Compositional Neural Information Fusion for Human Parsing
IEEE International Conference on Computer Vision (ICCV), 2019
Wenguan Wang
Zhijie Zhang
Siyuan Qi
Jianbing Shen
Yanwei Pang
Ling Shao
3DH
357
131
0
19 Jan 2020
Unifying Training and Inference for Panoptic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
Qizhu Li
Xiaojuan Qi
Juil Sock
303
70
0
14 Jan 2020
Facial Action Unit Detection via Adaptive Attention and Relation
IEEE Transactions on Image Processing (TIP), 2020
Zhiwen Shao
Yong Zhou
Jianfei Cai
Hancheng Zhu
Rui Yao
CVBM
205
24
0
05 Jan 2020
Graph-FCN for image semantic segmentation
International Symposium on Neural Networks (ISNN), 2019
Yi Lu
Yaran Chen
Dongbin Zhao
Jianxin Chen
GNN
SSeg
127
147
0
02 Jan 2020
Real-time Segmentation and Facial Skin Tones Grading
Ling Luo
Dingyu Xue
Xinglong Feng
Yichun Yu
Peng Wang
CVBM
3DH
182
0
0
30 Dec 2019
Deep neural network models for computational histopathology: A survey
C. Srinidhi
Ozan Ciga
Anne L. Martel
AI4CE
400
653
0
28 Dec 2019
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing
IEEE Signal Processing Magazine (IEEE SPM), 2019
V. Monga
Yuelong Li
Yonina C. Eldar
431
1,236
0
22 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images
Applied Artificial Intelligence (AAI), 2019
Irem Ülkü
Erdem Akagündüz
SSeg
516
213
0
21 Dec 2019
Provable Non-Convex Optimization and Algorithm Validation via Submodularity
Yatao Bian
206
3
0
18 Dec 2019
Bipartite Conditional Random Fields for Panoptic Segmentation
British Machine Vision Conference (BMVC), 2019
Sadeep Jayasumana
Kanchana Ranasinghe
Mayuka Jayawardhana
S. Liyanaarachchi
Harsha Ranasinghe
ISeg
164
6
0
11 Dec 2019
Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic Segmentation
Italian National Conference on Sensors (INS), 2019
Bruno Artacho
Andreas E. Savakis
SSeg
174
53
0
06 Dec 2019
End-to-end Training of CNN-CRF via Differentiable Dual-Decomposition
Shaofei Wang
Vishnu Suresh Lokhande
M. Singh
Konrad Paul Kording
Julian Yarkony
216
2
0
06 Dec 2019
Deeply Shape-guided Cascade for Instance Segmentation
Hao Ding
Siyuan Qiao
Alan Yuille
Wei Shen
ISeg
259
4
0
25 Nov 2019
Invert to Learn to Invert
Neural Information Processing Systems (NeurIPS), 2019
P. Putzky
Max Welling
143
78
0
25 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Xukai Xie
Yuan Zhou
S. Kung
161
39
0
24 Nov 2019
Previous
1
2
3
...
5
6
7
...
17
18
19
Next
