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"

50 / 426 papers shown

Title
Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 16 5 0 02 Jul 2020
Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars Abhinav Sagar Rajkumar Soundrapandiyan SSeg 18 31 0 30 Jun 2020
Deep Learning Meets SAR Xiaoxiang Zhu S. Montazeri Mohsin Ali Yuansheng Hua Yuanyuan Wang Lichao Mou Yilei Shi Feng Xu R. Bamler 36 219 0 17 Jun 2020
Learned Factor Graphs for Inference from Stationary Time Sequences Nir Shlezinger Nariman Farsad Yonina C. Eldar Andrea J. Goldsmith 21 24 0 05 Jun 2020
Egocentric Object Manipulation Graphs Eadom Dessalene Michael Maynord Chinmaya Devaraj Cornelia Fermuller Yiannis Aloimonos EgoV 27 19 0 05 Jun 2020
Single-Stage Semantic Segmentation from Image Labels Nikita Araslanov Stefan Roth 37 247 0 16 May 2020
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement Ho Kei Cheng Jihoon Chung Yu-Wing Tai Chi-Keung Tang SSeg 8 206 0 06 May 2020
Learning to Predict Context-adaptive Convolution for Semantic Segmentation Jianbo Liu Junjun He Jimmy S. J. Ren Yu Qiao Hongsheng Li SSeg 30 28 0 17 Apr 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 34 1,177 0 05 Apr 2020
Context Prior for Scene Segmentation Changqian Yu Jingbo Wang Changxin Gao Gang Yu Chunhua Shen Nong Sang 22 268 0 03 Apr 2020
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing Qibin Hou Li Zhang Ming-Ming Cheng Jiashi Feng SSeg 3DPC 44 498 0 30 Mar 2020
Going in circles is the way forward: the role of recurrence in visual inference R. S. V. Bergen N. Kriegeskorte 17 82 0 26 Mar 2020
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation Xiong Zhang Hongmin Xu Hong Mo Jianchao Tan Cheng Yang Lei Wang Wenqi Ren AI4CE 27 91 0 26 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 19 11 0 16 Mar 2020
Deep Affinity Net: Instance Segmentation via Affinity Xingqian Xu M. Chiu Thomas S. Huang Humphrey Shi ISeg SSeg 24 11 0 15 Mar 2020
Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems Patrick Knöbelreiter Christian Sormann Alexander Shekhovtsov Friedrich Fraundorfer Thomas Pock 36 22 0 13 Mar 2020
Real-Time High-Performance Semantic Image Segmentation of Urban Street Scenes Genshun Dong Y. Yan Chunhua Shen Hanzi Wang SSeg 29 102 0 11 Mar 2020
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation Jinghua Zhang Chen Li Frank Kulwa Xin Zhao Changhao Sun Zihan Li Tao Jiang Hong Li Shouliang Qi 8 22 0 08 Mar 2020
Neural Enhanced Belief Propagation on Factor Graphs Victor Garcia Satorras Max Welling 30 95 0 04 Mar 2020
Gastric histopathology image segmentation using a hierarchical conditional random field Changhao Sun Chen Li Jinghua Zhang Muhammad Rahaman Shiliang Ai Hao Chen Frank Kulwa Yixin Li Xiaoyan Li Tao Jiang 39 47 0 03 Mar 2020
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF) Qingyu Li Yilei Shi Xin Huang Xiaoxiang Zhu 38 65 0 11 Feb 2020
Gated Path Selection Network for Semantic Segmentation Qichuan Geng Hong Zhang Xiaojuan Qi Ruigang Yang Zhong Zhou Gao Huang 17 25 0 19 Jan 2020
Learning Compositional Neural Information Fusion for Human Parsing Wenguan Wang Zhijie Zhang Siyuan Qi Jianbing Shen Yanwei Pang Ling Shao 3DH 33 128 0 19 Jan 2020
Unifying Training and Inference for Panoptic Segmentation Qizhu Li Xiaojuan Qi Philip Torr 27 69 0 14 Jan 2020
Graph-FCN for image semantic segmentation Yi Lu Yaran Chen Dongbin Zhao Jianxin Chen GNN SSeg 19 124 0 02 Jan 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 46 1,000 0 22 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 40 189 0 21 Dec 2019
Deeply Shape-guided Cascade for Instance Segmentation Hao Ding Siyuan Qiao Alan Yuille Wei Shen ISeg 31 4 0 25 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search Xukai Xie Yuan Zhou S. Kung 17 34 0 24 Nov 2019
SOGNet: Scene Overlap Graph Network for Panoptic Segmentation Yibo Yang Hongyang Li Xia Li Qijie Zhao Jianlong Wu Zhouchen Lin ISeg 21 62 0 18 Nov 2019
Towards Learning Structure via Consensus for Face Segmentation and Parsing I. Masi Joe Mathai Wael AbdAlmageed CVBM 19 16 0 03 Nov 2019
Graph Structured Prediction Energy Networks Colin Graber A. Schwing 15 17 0 31 Oct 2019
Multi-source Domain Adaptation for Semantic Segmentation Sicheng Zhao Bo-wen Li Xiangyu Yue Yang Gu Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 32 159 0 27 Oct 2019
Fast and Differentiable Message Passing on Pairwise Markov Random Fields Zhiwei Xu Thalaiyasingam Ajanthan Richard I. Hartley 11 0 0 24 Oct 2019
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI 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 39 6,119 0 22 Oct 2019
GENN: Predicting Correlated Drug-drug Interactions with Graph Energy Neural Networks Tengfei Ma Junyuan Shang Cao Xiao Jimeng Sun GNN 19 13 0 04 Oct 2019
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology J. Clough Nicholas Byrne Ilkay Oksuz Zhenzhong Lan Julia A. Schnabel A. King 36 218 0 04 Oct 2019
Real-Time Semantic Stereo Matching Pier Luigi Dovesi Matteo Poggi Lorenzo Andraghetti Miquel Martí Hedvig Kjellström Alessandro Pieropan S. Mattoccia 3DV 24 71 0 01 Oct 2019
Dual Graph Convolutional Network for Semantic Segmentation Li Zhang Xiangtai Li Anurag Arnab Kuiyuan Yang Yunhai Tong Philip Torr GNN 31 172 0 13 Sep 2019
Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection Yingyue Xu Dan Xu Xiaopeng Hong Wanli Ouyang Rongrong Ji Mingliang Xu Guoying Zhao 30 43 0 10 Sep 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 33 751 0 27 Aug 2019
Crowd Counting with Deep Structured Scale Integration Network Lingbo Liu Zhilin Qiu Guanbin Li Shufan Liu Wanli Ouyang Liang Lin 26 233 0 23 Aug 2019
Asymmetric Non-local Neural Networks for Semantic Segmentation Zhen Zhu Mengde Xu S. Bai Tengteng Huang X. Bai 28 602 0 21 Aug 2019
Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization Maans Larsson Erik Stenborg Carl Toft Lars Hammarstrand Torsten Sattler Fredrik Kahl SSeg 28 69 0 18 Aug 2019
A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning Pengfei Wang Chengquan Zhang Fei Qi Zuming Huang Mengyi En Junyu Han Jingtuo Liu Errui Ding Guangming Shi 32 59 0 15 Aug 2019
Grid Saliency for Context Explanations of Semantic Segmentation Lukas Hoyer Mauricio Muñoz P. Katiyar Anna Khoreva Volker Fischer FAtt 25 48 0 30 Jul 2019
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks M. Heinrich MedIm 21 84 0 25 Jul 2019
Multi-Person tracking by multi-scale detection in Basketball scenarios Adrià Arbués Sangüesa G. Haro C. Ballester 26 2 0 10 Jul 2019
Accurate Retinal Vessel Segmentation via Octave Convolution Neural Network Zhun Fan Jiajie Mo Benzhang Qiu Wenji Li Guijie Zhu Chong Li Jianye Hu Yibiao Rong Xinjian Chen 28 29 0 28 Jun 2019
PAN: Projective Adversarial Network for Medical Image Segmentation Naji Khosravan Aliasghar Mortazi Michael B. Wallace Ulas Bagci SSeg GAN MedIm 13 31 0 11 Jun 2019