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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
Graph cuts always find a global optimum for Potts models (with a catch)
Graph cuts always find a global optimum for Potts models (with a catch)
Hunter Lang
David Sontag
Aravindan Vijayaraghavan
216
1
0
07 Nov 2020
A Weakly Supervised Convolutional Network for Change Segmentation and
  Classification
A Weakly Supervised Convolutional Network for Change Segmentation and Classification
Philipp Andermatt
Radu Timofte
107
24
0
06 Nov 2020
Towards Efficient Scene Understanding via Squeeze Reasoning
Towards Efficient Scene Understanding via Squeeze Reasoning
Xiangtai Li
Xia Li
Ansheng You
Li Zhang
Guangliang Cheng
Kuiyuan Yang
Yunhai Tong
Zhouchen Lin
GNN
230
24
0
06 Nov 2020
S3-Net: A Fast and Lightweight Video Scene Understanding Network by
  Single-shot Segmentation
S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation
Yuan Cheng
Yuchao Yang
Hai-Bao Chen
Ngai Wong
Hao Yu
3DPC
129
4
0
04 Nov 2020
Towards Scale-Invariant Graph-related Problem Solving by Iterative
  Homogeneous Graph Neural Networks
Towards Scale-Invariant Graph-related Problem Solving by Iterative Homogeneous Graph Neural Networks
Hao Tang
Zhiao Huang
Jiayuan Gu
Bao-Liang Lu
Hao Su
AI4CE
168
10
0
26 Oct 2020
Tissue characterization based on the analysis on i3DUS data for
  diagnosis support in neurosurgery
Tissue characterization based on the analysis on i3DUS data for diagnosis support in neurosurgery
Moucheng Xu
113
0
0
24 Oct 2020
BP-MVSNet: Belief-Propagation-Layers for Multi-View-Stereo
BP-MVSNet: Belief-Propagation-Layers for Multi-View-StereoInternational Conference on 3D Vision (3DV), 2020
Christian Sormann
Patrick Knöbelreiter
Andreas Kuhn
Mattia Rossi
Thomas Pock
Friedrich Fraundorfer
3DV
200
30
0
23 Oct 2020
Improving BERT Performance for Aspect-Based Sentiment Analysis
Improving BERT Performance for Aspect-Based Sentiment Analysis
Akbar Karimi
L. Rossi
Andrea Prati
251
63
0
22 Oct 2020
Neuralizing Efficient Higher-order Belief Propagation
Neuralizing Efficient Higher-order Belief Propagation
Mohammed Haroon Dupty
W. Lee
217
7
0
19 Oct 2020
Deep Structured Prediction for Facial Landmark Detection
Deep Structured Prediction for Facial Landmark DetectionNeural Information Processing Systems (NeurIPS), 2020
Lisha Chen
Hui Su
Q. Ji
CVBM
122
23
0
18 Oct 2020
Learning Panoptic Segmentation from Instance Contours
Learning Panoptic Segmentation from Instance Contours
Sumanth Chennupati
V. Narayanan
Ganesh Sistu
S. Yogamani
S. Rawashdeh
SSegISeg
243
7
0
16 Oct 2020
Do End-to-end Stereo Algorithms Under-utilize Information?
Do End-to-end Stereo Algorithms Under-utilize Information?
Changjiang Cai
Philippos Mordohai
3DV
157
4
0
14 Oct 2020
RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction
RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction
Tharindu Ranasinghe
Alistair Plum
Constantin Orasan
R. Mitkov
NAI
60
2
0
13 Oct 2020
Shape-aware Generative Adversarial Networks for Attribute Transfer
Shape-aware Generative Adversarial Networks for Attribute TransferInternational Conference on Machine Vision (ICMV), 2020
Lei Luo
W. Hsu
Shangxian Wang
GANCVBM
114
0
0
11 Oct 2020
High-order Semantic Role Labeling
High-order Semantic Role LabelingFindings (Findings), 2020
Z. Li
Hai Zhao
Rui Wang
Kevin Parnow
187
31
0
09 Oct 2020
Refining Semantic Segmentation with Superpixel by Transparent
  Initialization and Sparse Encoder
Refining Semantic Segmentation with Superpixel by Transparent Initialization and Sparse Encoder
Zhiwei Xu
Thalaiyasingam Ajanthan
Leonid Sigal
211
1
0
09 Oct 2020
A Survey on Deep Learning Methods for Semantic Image Segmentation in
  Real-Time
A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time
G. Takos
SSeg3DVVLM
199
21
0
27 Sep 2020
Affinity Space Adaptation for Semantic Segmentation Across Domains
Affinity Space Adaptation for Semantic Segmentation Across DomainsIEEE Transactions on Image Processing (TIP), 2020
Wei Zhou
Yukang Wang
Jiajia Chu
Jiehua Yang
X. Bai
Yongchao Xu
124
62
0
26 Sep 2020
AIN: Fast and Accurate Sequence Labeling with Approximate Inference
  Network
AIN: Fast and Accurate Sequence Labeling with Approximate Inference NetworkConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Xinyu Wang
Yong Jiang
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Kewei Tu
BDL
124
3
0
17 Sep 2020
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation
Jianbo Liu
Junjun He
Jiawei Zhang
Jimmy S. J. Ren
Jiaming Song
SSeg
177
57
0
24 Aug 2020
m2caiSeg: Semantic Segmentation of Laparoscopic Images using
  Convolutional Neural Networks
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural Networks
Salman Maqbool
Aqsa Riaz
Hasan Sajid
Osman Hasan
234
33
0
23 Aug 2020
Self-supervised Sparse to Dense Motion Segmentation
Self-supervised Sparse to Dense Motion Segmentation
Amirhossein Kardoost
Kalun Ho
Peter Ochs
Margret Keuper
VOS
161
5
0
18 Aug 2020
Representative Graph Neural Network
Representative Graph Neural NetworkEuropean Conference on Computer Vision (ECCV), 2020
Changqian Yu
Yifan Liu
Changxin Gao
Chunhua Shen
Nong Sang
GNN
138
44
0
12 Aug 2020
Image segmentation via Cellular Automata
Image segmentation via Cellular Automata
Mark Sandler
A. Zhmoginov
Liangcheng Luo
A. Mordvintsev
E. Randazzo
Blaise Agüera y Arcas
SSeg
236
20
0
11 Aug 2020
Learning Stereo Matchability in Disparity Regression Networks
Learning Stereo Matchability in Disparity Regression NetworksInternational Conference on Pattern Recognition (ICPR), 2020
Jingyang Zhang
Yao Yao
Zixin Luo
Shiwei Li
Tianwei Shen
Tian Fang
Long Quan
3DV
172
8
0
11 Aug 2020
Dual Convolutional Neural Networks for Breast Mass Segmentation and
  Diagnosis in Mammography
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in MammographyIEEE Transactions on Medical Imaging (TMI), 2020
Heyi Li
Dongdong Chen
W. Nailon
Mike E. Davies
Dave Laurenson
155
69
0
07 Aug 2020
Prior Guided Feature Enrichment Network for Few-Shot Segmentation
Prior Guided Feature Enrichment Network for Few-Shot Segmentation
Zhuotao Tian
Hengshuang Zhao
Michelle Shu
Zhicheng Yang
Ruiyu Li
Jiaya Jia
274
623
0
04 Aug 2020
Learning Discriminative Feature with CRF for Unsupervised Video Object
  Segmentation
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation
Mingmin Zhen
Shiwei Li
Lei Zhou
Jiaxiang Shang
Haoan Feng
Tian Fang
Long Quan
VOS
209
69
0
04 Aug 2020
Tensor Low-Rank Reconstruction for Semantic Segmentation
Tensor Low-Rank Reconstruction for Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2020
Wanli Chen
Xinge Zhu
Ruoqi Sun
Junjun He
Ruiyu Li
Xiaoyong Shen
Bei Yu
ViT
292
70
0
02 Aug 2020
PanoNet: Real-time Panoptic Segmentation through Position-Sensitive
  Feature Embedding
PanoNet: Real-time Panoptic Segmentation through Position-Sensitive Feature Embedding
Xia Chen
Jianren Wang
M. Hebert
SSeg
140
12
0
01 Aug 2020
MirrorNet: Bio-Inspired Camouflaged Object Segmentation
MirrorNet: Bio-Inspired Camouflaged Object Segmentation
Jinnan Yan
Trung-Nghia Le
Khanh-Duy Nguyen
M. Tran
Thanh-Toan Do
Tam V. Nguyen
117
25
0
25 Jul 2020
Deep Variational Instance Segmentation
Deep Variational Instance Segmentation
Jialing Yuan
Chao Chen
Fuxin Li
ISegSSeg
187
13
0
22 Jul 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision
Improving Semantic Segmentation via Decoupled Body and Edge Supervision
Xiangtai Li
Xia Li
Li Zhang
Guangliang Cheng
Jianping Shi
Zhouchen Lin
Shaohua Tan
Yunhai Tong
366
290
0
20 Jul 2020
Unsupervised Learning of Image Segmentation Based on Differentiable
  Feature Clustering
Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering
Wonjik Kim
Asako Kanezaki
Masayuki Tanaka
252
243
0
20 Jul 2020
Deep Learning Based Brain Tumor Segmentation: A Survey
Deep Learning Based Brain Tumor Segmentation: A SurveyComplex & Intelligent Systems (CIS), 2020
Zhihua Liu
Lei Tong
Zheheng Jiang
Long Chen
Feixiang Zhou
Qianni Zhang
Xiangrong Zhang
Ling Li
Huiyu Zhou
3DV
279
292
0
18 Jul 2020
Tackling the Problem of Limited Data and Annotations in Semantic
  Segmentation
Tackling the Problem of Limited Data and Annotations in Semantic Segmentation
Ahmadreza Jeddi
71
0
0
14 Jul 2020
Multiview Detection with Feature Perspective Transformation
Multiview Detection with Feature Perspective TransformationEuropean Conference on Computer Vision (ECCV), 2020
Yunzhong Hou
Liang Zheng
Stephen Gould
208
122
0
14 Jul 2020
Fine-Grained Crowd Counting
Fine-Grained Crowd CountingIEEE Transactions on Image Processing (TIP), 2020
Jia Wan
Nikil Kumar
Antoni B. Chan
141
36
0
13 Jul 2020
Adversarially-learned Inference via an Ensemble of Discrete Undirected
  Graphical Models
Adversarially-learned Inference via an Ensemble of Discrete Undirected Graphical ModelsNeural Information Processing Systems (NeurIPS), 2020
Adarsh K. Jeewajee
L. Kaelbling
BDL
223
1
0
09 Jul 2020
SegFix: Model-Agnostic Boundary Refinement for Segmentation
SegFix: Model-Agnostic Boundary Refinement for SegmentationEuropean Conference on Computer Vision (ECCV), 2020
Yuhui Yuan
Jingyi Xie
Xilin Chen
Jingdong Wang
ISeg
388
220
0
08 Jul 2020
A Multi-Level Approach to Waste Object Segmentation
A Multi-Level Approach to Waste Object SegmentationItalian National Conference on Sensors (INS), 2020
Tao Wang
Yuanzheng Cai
Lingyu Liang
Dongyi Ye
174
62
0
08 Jul 2020
Learning to Segment from Scribbles using Multi-scale Adversarial
  Attention Gates
Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates
Gabriele Valvano
Andrea Leo
Sotirios A. Tsaftaris
263
5
0
02 Jul 2020
Semantic Segmentation With Multi Scale Spatial Attention For Self
  Driving Cars
Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars
Abhinav Sagar
Rajkumar Soundrapandiyan
SSeg
227
31
0
30 Jun 2020
A Chain Graph Interpretation of Real-World Neural Networks
A Chain Graph Interpretation of Real-World Neural Networks
Yuesong Shen
Zorah Lähner
GNNAI4CE
202
0
0
30 Jun 2020
A Survey on Instance Segmentation: State of the art
A Survey on Instance Segmentation: State of the art
A. M. Hafiz
G. M. Bhat
SSegISeg
316
503
0
28 Jun 2020
A Flexible Framework for Designing Trainable Priors with Adaptive
  Smoothing and Game Encoding
A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding
Bruno Lecouat
Jean Ponce
Julien Mairal
AI4CE
172
6
0
26 Jun 2020
A Review of 1D Convolutional Neural Networks toward Unknown Substance
  Identification in Portable Raman Spectrometer
A Review of 1D Convolutional Neural Networks toward Unknown Substance Identification in Portable Raman Spectrometer
Mohammad Mozaffari
L. Tay
137
23
0
18 Jun 2020
Video Semantic Segmentation with Distortion-Aware Feature Correction
Video Semantic Segmentation with Distortion-Aware Feature Correction
Jiafan Zhuang
Zilei Wang
Bingke Wang
191
49
0
18 Jun 2020
UV-Net: Learning from Boundary Representations
UV-Net: Learning from Boundary Representations
P. Jayaraman
Aditya Sanghi
Joseph G. Lambourne
Karl D. D. Willis
T. Davies
Hooman Shayani
Nigel Morris
236
12
0
18 Jun 2020
Deep Learning Meets SAR
Deep Learning Meets SAR
Xiaoxiang Zhu
S. Montazeri
Mohsin Ali
Yuansheng Hua
Yuanyuan Wang
Lichao Mou
Yilei Shi
Feng Xu
R. Bamler
226
271
0
17 Jun 2020
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