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
HR-RCNN: Hierarchical Relational Reasoning for Object Detection Hao Chen Abhinav Shrivastava 17 1 0 26 Oct 2021
Continuous Conditional Random Field Convolution for Point Cloud Segmentation Fei Yang Franck Davoine Huan Wang Zhong Jin 3DV 3DPC 43 34 0 12 Oct 2021
PDFNet: Pointwise Dense Flow Network for Urban-Scene Segmentation Venkata Satya Sai Ajay Daliparthi 3DPC 24 0 0 21 Sep 2021
Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms Rui Fan Hengli Wang Yuan Wang Ming Liu Ioannis Pitas 24 66 0 06 Sep 2021
Pseudo-mask Matters in Weakly-supervised Semantic Segmentation Yi Li Zhanghui Kuang Liyang Liu Yimin Chen Wayne Zhang 29 99 0 30 Aug 2021
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer Shuaicheng Li Qianggang Cao Lingbo Liu Kunlin Yang Shinan Liu Jun Hou Shuai Yi ViT 42 103 0 28 Aug 2021
Mining Contextual Information Beyond Image for Semantic Segmentation Zhenchao Jin Tao Gong Dongdong Yu Qi Chu Jian Wang Changhu Wang Jie Shao 27 88 0 26 Aug 2021
Lightweight Monocular Depth with a Novel Neural Architecture Search Method Lam Huynh Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä 29 10 0 25 Aug 2021
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey S. Niyas S. Pawan Anand Kumar Jeny Rajan MedIm 53 83 0 19 Aug 2021
Toward a `Standard Model' of Machine Learning Zhiting Hu Eric Xing 37 12 0 17 Aug 2021
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation Duo Peng Yinjie Lei Lingqiao Liu Pingping Zhang Jun Liu 25 73 0 05 Aug 2021
Flood Segmentation on Sentinel-1 SAR Imagery with Semi-Supervised Learning Sayak Paul Siddha Ganju 6 27 0 18 Jul 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 58 816 0 14 Jun 2021
Structured Convolutional Kernel Networks for Airline Crew Scheduling Yassine Yaakoubi F. Soumis Simon Lacoste-Julien AI4TS 26 10 0 25 May 2021
HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow Embedding Ruibo Li Guosheng Lin Tong He Fayao Liu Chunhua Shen 3DPC 41 56 0 17 May 2021
Neural Weighted A: Learning Graph Costs and Heuristics with Differentiable Anytime A Alberto Archetti Marco Cannici Matteo Matteucci 22 4 0 04 May 2021
CTNet: Context-based Tandem Network for Semantic Segmentation Zechao Li Yanpeng Sun Jinhui Tang 23 173 0 20 Apr 2021
Multi-target prediction for dummies using two-branch neural networks Dimitrios Iliadis B. De Baets Willem Waegeman 17 9 0 19 Apr 2021
One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation Zhengzhe Liu Xiaojuan Qi Chi-Wing Fu 3DPC 38 130 0 06 Apr 2021
Causal Hidden Markov Model for Time Series Disease Forecasting Jing Li Botong Wu Xinwei Sun Yizhou Wang CML OOD 18 25 0 30 Mar 2021
Learning to Optimize: A Primer and A Benchmark Tianlong Chen Xiaohan Chen Wuyang Chen Howard Heaton Jialin Liu Zhangyang Wang W. Yin 54 225 0 23 Mar 2021
A Comprehensive Survey of Scene Graphs: Generation and Application Xiaojun Chang Pengzhen Ren Pengfei Xu Zhihui Li Xiaojiang Chen Alexander G. Hauptmann 3DV 33 222 0 17 Mar 2021
Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation K. R. M. Fernando Cris P Tsokos 31 53 0 09 Mar 2021
A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification Yixin Li Xinran Wu Chen Li Changhao Sun M. Rahaman Hao Chen Yudong Yao Xiaoyan Li Yong Zhang Tao Jiang 32 24 0 21 Feb 2021
Segmenting Transparent Object in the Wild with Transformer Enze Xie Wenjia Wang Wenhai Wang Pei Sun Hang Xu Ding Liang Ping Luo ViT 227 28 0 21 Jan 2021
A survey on shape-constraint deep learning for medical image segmentation Simon Bohlender Ilkay Oksuz Anirban Mukhopadhyay 3DV 36 34 0 19 Jan 2021
ORDNet: Capturing Omni-Range Dependencies for Scene Parsing Shaofei Huang Si Liu Tianrui Hui Jizhong Han Bo-wen Li Jiashi Feng Shuicheng Yan 3DPC OffRL 39 15 0 11 Jan 2021
Weakly-Supervised Saliency Detection via Salient Object Subitizing Xiaoyang Zheng Xin Tan Jie Zhou Lizhuang Ma Rynson W. H. Lau 45 18 0 04 Jan 2021
Weakly Supervised Multi-Object Tracking and Segmentation Idoia Ruiz Lorenzo Porzi Samuel Rota Buló Peter Kontschieder J. Serrat 35 9 0 03 Jan 2021
A Multi-View Dynamic Fusion Framework: How to Improve the Multimodal Brain Tumor Segmentation from Multi-Views? Yi Ding Wei Zheng Guozheng Wu Ji Geng Mingsheng Cao Zhiguang Qin 22 1 0 21 Dec 2020
MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation Yutong Cai Yong Wang SSeg 39 68 0 20 Dec 2020
LGENet: Local and Global Encoder Network for Semantic Segmentation of Airborne Laser Scanning Point Clouds Yaping Lin G. Vosselman Yanpeng Cao M. Yang 3DPC 25 24 0 18 Dec 2020
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection Jianbo Liu Sijie Ren Yuanjie Zheng Xiaogang Wang Hongsheng Li SSeg 33 11 0 18 Dec 2020
Unsupervised Image Segmentation using Mutual Mean-Teaching Zhichao Wu Lei Guo Hao Zhang Dan Xu 11 0 0 16 Dec 2020
Meticulous Object Segmentation Chenglin Yang Yilin Wang Jianming Zhang He Zhang Zhe-nan Lin Alan Yuille 14 10 0 13 Dec 2020
High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections A. Rhodes Manan Goel VOS 19 2 0 23 Nov 2020
Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver Segmentation Dhanunjaya Mitta S. Chatterjee Oliver Speck A. Nürnberger SSeg MedIm 31 5 0 20 Nov 2020
Graph cuts always find a global optimum for Potts models (with a catch) Hunter Lang David Sontag Aravindan Vijayaraghavan 9 1 0 07 Nov 2020
Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li Xia Li Ansheng You Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Zhouchen Lin GNN 22 23 0 06 Nov 2020
BP-MVSNet: Belief-Propagation-Layers for Multi-View-Stereo Christian Sormann Patrick Knöbelreiter Andreas Kuhn Mattia Rossi Thomas Pock Friedrich Fraundorfer 3DV 45 26 0 23 Oct 2020
Improving BERT Performance for Aspect-Based Sentiment Analysis Akbar Karimi L. Rossi Andrea Prati 35 48 0 22 Oct 2020
High-order Semantic Role Labeling Z. Li Hai Zhao Rui-cang Wang Kevin Parnow 18 29 0 09 Oct 2020
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation Jianbo Liu Junjun He Jiawei Zhang Jimmy S. J. Ren Hongsheng Li SSeg 22 50 0 24 Aug 2020
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 38 61 0 04 Aug 2020
Tensor Low-Rank Reconstruction for Semantic Segmentation Wanli Chen Xinge Zhu Ruoqi Sun Junjun He Ruiyu Li Xiaoyong Shen Bei Yu ViT 13 56 0 02 Aug 2020
PanoNet: Real-time Panoptic Segmentation through Position-Sensitive Feature Embedding Xia Chen Jianren Wang M. Hebert SSeg 31 11 0 01 Aug 2020
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 20 256 0 20 Jul 2020
Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering Wonjik Kim Asako Kanezaki Masayuki Tanaka 14 210 0 20 Jul 2020
Deep Learning Based Brain Tumor Segmentation: A Survey Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 24 228 0 18 Jul 2020
A Multi-Level Approach to Waste Object Segmentation Tao Wang Yuanzheng Cai Lingyu Liang Dongyi Ye 24 52 0 08 Jul 2020