Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales

Terms and Conditions

Twitter GitHub LinkedIn Bluesky Youtube

© 2026 ResearchTrend.AI, All rights reserved.

Home
Papers
1502.03240
Cited By

Conditional Random Fields as Recurrent Neural Networks

v1v2v3 (latest)

Conditional Random Fields as Recurrent Neural Networks

11 February 2015

Sadeep Jayasumana

Bernardino Romera-Paredes

ArXiv (abs)PDF HTML

Papers citing "Conditional Random Fields as Recurrent Neural Networks"

50 / 938 papers shown

LSTM-CF: Unifying Context Modeling and Fusion with LSTMs for RGB-D Scene
Labeling

LSTM-CF: Unifying Context Modeling and Fusion with LSTMs for RGB-D Scene Labeling

Xiaodan Liang

251

20

0

18 Apr 2016

High-performance Semantic Segmentation Using Very Deep Fully
Convolutional Networks

High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks

Chunhua Shen

Anton Van Den Hengel

160

130

0

15 Apr 2016

Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep
Convolutional Neural Networks

Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks

Ross B. Girshick

221

441

0

13 Apr 2016

Deep Structured Scene Parsing by Learning with Image Descriptions

Deep Structured Scene Parsing by Learning with Image Descriptions

Xiaodan Liang

236

33

0

08 Apr 2016

The Cityscapes Dataset for Semantic Urban Scene Understanding

The Cityscapes Dataset for Semantic Urban Scene Understanding

Sebastian Ramos

Markus Enzweiler

Rodrigo Benenson

Bernt Schiele

1.7K

12,923

0

06 Apr 2016

Training Constrained Deconvolutional Networks for Road Scene Semantic
Segmentation

Training Constrained Deconvolutional Networks for Road Scene Semantic Segmentation

P. Alcantarilla

Tomoki Watanabe

138

56

0

06 Apr 2016

GAL: A Global-Attributes Assisted Labeling System for Outdoor Scenes

GAL: A Global-Attributes Assisted Labeling System for Outdoor Scenes

130

7

0

03 Apr 2016

A Fully Convolutional Neural Network for Cardiac Segmentation in
Short-Axis MRI

A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRI

165

334

0

02 Apr 2016

Variational reaction-diffusion systems for semantic segmentation

Variational reaction-diffusion systems for semantic segmentation

85

0

0

01 Apr 2016

Object Boundary Guided Semantic Segmentation

Object Boundary Guided Semantic Segmentation

250

10

0

31 Mar 2016

Structured Feature Learning for Pose Estimation

Structured Feature Learning for Pose Estimation

Wanli Ouyang

152

267

0

30 Mar 2016

Learning to Refine Object Segments

Learning to Refine Object Segments

Pedro H. O. Pinheiro

Piotr Dollàr

343

858

0

29 Mar 2016

Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation
with Deep Gaussian CRFs

Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFs

Siddhartha Chandra

Iasonas Kokkinos

458

190

0

28 Mar 2016

Perceptual Losses for Real-Time Style Transfer and Super-Resolution

Perceptual Losses for Real-Time Style Transfer and Super-Resolution

Alexandre Alahi

Li Fei-Fei

688

11,097

0

27 Mar 2016

Simple Does It: Weakly Supervised Instance and Semantic Segmentation

Simple Does It: Weakly Supervised Instance and Semantic Segmentation

Rodrigo Benenson

Matthias Hein

Bernt Schiele

284

777

0

24 Mar 2016

Weakly-Supervised Semantic Segmentation using Motion Cues

Weakly-Supervised Semantic Segmentation using Motion Cues

Alahari Karteek

Cordelia Schmid

354

56

0

23 Mar 2016

Semantic Object Parsing with Graph LSTM

Semantic Object Parsing with Graph LSTM

Xiaodan Liang

373

364

0

23 Mar 2016

Segmentation from Natural Language Expressions

Segmentation from Natural Language Expressions

Marcus Rohrbach

276

510

0

20 Mar 2016

Globally Normalized Transition-Based Neural Networks

Globally Normalized Transition-Based Neural Networks

Aliaksei Severyn

Alessandro Presta

Michael Collins

245

571

0

19 Mar 2016

Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain
Lesion Segmentation

Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation

Konstantinos Kamnitsas

Virginia Newcombe

Joanna P. Simpson

Daniel Rueckert

426

3,204

0

18 Mar 2016

Discriminative Embeddings of Latent Variable Models for Structured Data

Discriminative Embeddings of Latent Variable Models for Structured Data

491

742

0

17 Mar 2016

Unsupervised CNN for Single View Depth Estimation: Geometry to the
Rescue

Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue

336

1,610

0

16 Mar 2016

First Person Action-Object Detection with EgoNet

First Person Action-Object Detection with EgoNet

Gedas Bertasius

266

60

0

15 Mar 2016

Combining the Best of Convolutional Layers and Recurrent Layers: A
Hybrid Network for Semantic Segmentation

Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation

171

42

0

15 Mar 2016

Object Contour Detection with a Fully Convolutional Encoder-Decoder
Network

Object Contour Detection with a Fully Convolutional Encoder-Decoder Network

Ming-Hsuan Yang

249

385

0

15 Mar 2016

Pushing the Limits of Deep CNNs for Pedestrian Detection

Pushing the Limits of Deep CNNs for Pedestrian Detection

Peng Wang

Chunhua Shen

Anton van den Hengel

Fatih Porikli

207

95

0

15 Mar 2016

Deep Interactive Object Selection

Deep Interactive Object Selection

Thomas Huang

283

463

0

13 Mar 2016

Exploring Context with Deep Structured models for Semantic Segmentation

Exploring Context with Deep Structured models for Semantic Segmentation

Guosheng Lin

Chunhua Shen

Anton van den Hengel

381

131

0

10 Mar 2016

A Survey of Semantic Segmentation

A Survey of Semantic Segmentation

185

259

0

21 Feb 2016

Global Deconvolutional Networks for Semantic Segmentation

Global Deconvolutional Networks for Semantic Segmentation

Vladimir Nekrasov

140

12

0

12 Feb 2016

Discriminative Training of Deep Fully-connected Continuous CRF with
Task-specific Loss

Discriminative Training of Deep Fully-connected Continuous CRF with Task-specific Loss

Fayao Liu

Guosheng Lin

Chunhua Shen

162

24

0

28 Jan 2016

A Taxonomy of Deep Convolutional Neural Nets for Computer Vision

A Taxonomy of Deep Convolutional Neural Nets for Computer Vision

Ravi Kiran Sarvadevabhatla

Konda Reddy Mopuri

R. Venkatesh Babu

187

219

0

25 Jan 2016

Stereo Matching by Joint Energy Minimization

Stereo Matching by Joint Energy Minimization

136

3

0

15 Jan 2016

Learning Transferrable Knowledge for Semantic Segmentation with Deep
Convolutional Neural Network

Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network

260

174

0

24 Dec 2015

Instance-aware Semantic Segmentation via Multi-task Network Cascades

Instance-aware Semantic Segmentation via Multi-task Network Cascades

516

1,260

0

14 Dec 2015

Iterative Instance Segmentation

Iterative Instance Segmentation

Bharath Hariharan

248

152

0

26 Nov 2015

Recurrent Instance Segmentation

Recurrent Instance Segmentation

Bernardino Romera-Paredes

319

334

0

25 Nov 2015

Exploring Person Context and Local Scene Context for Object Detection

Exploring Person Context and Local Scene Context for Object Detection

Bharath Hariharan

150

25

0

25 Nov 2015

Higher Order Conditional Random Fields in Deep Neural Networks

Higher Order Conditional Random Fields in Deep Neural Networks

Sadeep Jayasumana

496

232

0

25 Nov 2015

Constrained Structured Regression with Convolutional Neural Networks

Constrained Structured Regression with Convolutional Neural Networks

Philipp Krahenbuhl

112

10

0

23 Nov 2015

Top-Down Learning for Structured Labeling with Convolutional Pseudoprior

Top-Down Learning for Structured Labeling with Convolutional Pseudoprior

204

39

0

23 Nov 2015

Pushing the Boundaries of Boundary Detection using Deep Learning

Pushing the Boundaries of Boundary Detection using Deep Learning

Iasonas Kokkinos

277

240

0

23 Nov 2015

Multi-Scale Context Aggregation by Dilated Convolutions

Multi-Scale Context Aggregation by Dilated Convolutions

760

9,141

0

23 Nov 2015

Learning High-level Prior with Convolutional Neural Networks for
Semantic Segmentation

Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation

Yebin Liu

141

9

0

22 Nov 2015

Superpixel Convolutional Networks using Bilateral Inceptions

Superpixel Convolutional Networks using Bilateral Inceptions

Raghudeep Gadde

Peter V. Gehler

388

136

0

20 Nov 2015

Structured Prediction Energy Networks

Structured Prediction Energy Networks

Andrew McCallum

292

223

0

19 Nov 2015

Neural network-based clustering using pairwise constraints

Neural network-based clustering using pairwise constraints

365

85

0

19 Nov 2015

Principled Parallel Mean-Field Inference for Discrete Random Fields

Principled Parallel Mean-Field Inference for Discrete Random Fields

Timur M. Bagautdinov

François Fleuret

224

26

0

19 Nov 2015

Structural-RNN: Deep Learning on Spatio-Temporal Graphs

Structural-RNN: Deep Learning on Spatio-Temporal Graphs

Silvio Savarese

Ashutosh Saxena

479

1,158

0

17 Nov 2015

Joint Training of Generic CNN-CRF Models with Stochastic Optimization

Joint Training of Generic CNN-CRF Models with Stochastic Optimization

Alexander Kirillov

Bogdan Savchynskyy

362

21

0

16 Nov 2015

1 2 3...17 18 19

Page 18 of 19

Pageof 19