Conditional Random Fields as Recurrent Neural Networks

11 February 2015

Shuai Zheng

Sadeep Jayasumana

Bernardino Romera-Paredes

Papers citing "Conditional Random Fields as Recurrent Neural Networks"

28 / 428 papers shown

Title
Superpixel Convolutional Networks using Bilateral Inceptions Raghudeep Gadde Varun Jampani Martin Kiefel Daniel Kappler Peter V. Gehler SSeg SupR 27 129 0 20 Nov 2015
Structured Prediction Energy Networks David Belanger Andrew McCallum GNN 18 219 0 19 Nov 2015
Neural network-based clustering using pairwise constraints Yen-Chang Hsu Z. Kira 32 83 0 19 Nov 2015
Principled Parallel Mean-Field Inference for Discrete Random Fields Pierre Baqué Timur M. Bagautdinov F. Fleuret Pascal Fua FedML 18 25 0 19 Nov 2015
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 78 1 0 17 Nov 2015
Semantic Object Parsing with Local-Global Long Short-Term Memory Xiaodan Liang Xiaohui Shen Donglai Xiang Jiashi Feng Liang Lin Shuicheng Yan 19 185 0 14 Nov 2015
Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition Zhiwei Deng Arash Vahdat Hexiang Hu Greg Mori BDL GNN 30 241 0 13 Nov 2015
Attention to Scale: Scale-aware Semantic Image Segmentation Liang-Chieh Chen Yi Yang Jiang Wang Wei Xu Alan Yuille SSeg 54 1,316 0 10 Nov 2015
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform Liang-Chieh Chen Jonathan T. Barron George Papandreou Kevin Patrick Murphy Alan Yuille 26 366 0 10 Nov 2015
The Fast Bilateral Solver Jonathan T. Barron Ben Poole 180 371 0 10 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 448 15,652 0 02 Nov 2015
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection Xi Li Liming Zhao Lina Wei Ming-Hsuan Yang Fei Wu Yueting Zhuang Haibin Ling Jingdong Wang 11 496 0 19 Oct 2015
RAID: A Relation-Augmented Image Descriptor Paul Guerrero Niloy J. Mitra Peter Wonka 18 6 0 05 Oct 2015
Proposal-free Network for Instance-level Object Segmentation Xiaodan Liang Yunchao Wei Xiaohui Shen Jianchao Yang Liang Lin Shuicheng Yan SSeg 28 233 0 09 Sep 2015
Semantic Image Segmentation via Deep Parsing Network Ziwei Liu Xiaoxiao Li Ping Luo Chen Change Loy Xiaoou Tang 10 659 0 09 Sep 2015
DAG-Recurrent Neural Networks For Scene Labeling Bing Shuai Zhen Zuo Bernie Wang G. Wang 9 151 0 02 Sep 2015
Joint Calibration for Semantic Segmentation Holger Caesar J. Uijlings V. Ferrari 41 37 0 06 Jul 2015
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation Seunghoon Hong Hyeonwoo Noh Bohyung Han SSeg 24 337 0 16 Jun 2015
Combinatorial Energy Learning for Image Segmentation Jeremy B. Maitin-Shepard Viren Jain Michał Januszewski Peter H. Li Pieter Abbeel 26 26 0 13 Jun 2015
Flowing ConvNets for Human Pose Estimation in Videos Tomas Pfister James Charles Andrew Zisserman 3DH 41 557 0 09 Jun 2015
Deeply Learning the Messages in Message Passing Inference Guosheng Lin Chunhua Shen Ian Reid Anton Van Den Hengel 3DV 47 63 0 06 Jun 2015
Monocular Object Instance Segmentation and Depth Ordering with CNNs Ziyu Zhang A. Schwing Sanja Fidler R. Urtasun 25 158 0 12 May 2015
Efficient piecewise training of deep structured models for semantic segmentation Guosheng Lin Chunhua Shen Anton van dan Hengel Ian Reid VLM SSeg 55 923 0 04 Apr 2015
Fully Connected Deep Structured Networks A. Schwing R. Urtasun SSeg 62 308 0 09 Mar 2015
Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation Erik Cambria Fanman Meng Jianfei Cai Shijian Lu SSeg 3DV 50 229 0 03 Feb 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 33 4,868 0 22 Dec 2014
Feedforward semantic segmentation with zoom-out features Mohammadreza Mostajabi Payman Yadollahpour Gregory Shakhnarovich MDE SSeg 31 474 0 02 Dec 2014
Learning Deep Structured Models Liang-Chieh Chen A. Schwing Alan Yuille R. Urtasun BDL 60 247 0 09 Jul 2014