Semantic Object Parsing with Graph LSTM

23 March 2016

Xiaodan Liang

Papers citing "Semantic Object Parsing with Graph LSTM"

50 / 129 papers shown

Title
RESA: Recurrent Feature-Shift Aggregator for Lane Detection Tu Zheng Haoyang Fang Yi Zhang Wenjian Tang Zheng Yang Haifeng Liu Deng Cai 137 271 0 31 Aug 2020
Affinity-aware Compression and Expansion Network for Human Parsing Xinyan Zhang Yunfeng Wang Pengfei Xiong 47 0 0 24 Aug 2020
SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data Tyler Lixuan Zhu Per Karlsson C. Bregler 3DH 108 30 0 30 Jul 2020
GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild Umberto Michieli E. Borsato Luca Rossi Pietro Zanuttigh 140 40 0 17 Jul 2020
Nimble: Efficiently Compiling Dynamic Neural Networks for Model Inference Haichen Shen Jared Roesch Zhi Chen Wei Chen Yong Wu Mu Li Vin Sharma Zachary Tatlock Yida Wang 59 57 0 04 Jun 2020
Deep Grouping Model for Unified Perceptual Parsing Zhiheng Li Wenxuan Bao Jiayang Zheng Chenliang Xu 150 13 0 25 Mar 2020
Hierarchical Human Parsing with Typed Part-Relation Reasoning Wenguan Wang Hailong Zhu Jifeng Dai Yanwei Pang Jianbing Shen Ling Shao 190 106 0 10 Mar 2020
Learning Compositional Neural Information Fusion for Human Parsing Wenguan Wang Zhijie Zhang Siyuan Qi Jianbing Shen Yanwei Pang Ling Shao 3DH 195 128 0 19 Jan 2020
Asymmetric GAN for Unpaired Image-to-image Translation Yu Li Sheng Tang Rui Zhang Yongdong Zhang Jintao Li Shuicheng Yan GAN 60 64 0 25 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 145 193 0 21 Dec 2019
Learning Semantic Neural Tree for Human Parsing Ruyi Ji Dawei Du Libo Zhang Longyin Wen Y. Wu Chen Zhao Feiyue Huang Siwei Lyu 188 53 0 20 Dec 2019
On Symbiosis of Attribute Prediction and Semantic Segmentation Mahdi M. Kalayeh M. Shah CVBM 50 15 0 23 Nov 2019
Self-Correction for Human Parsing Peike Li Yunqiu Xu Yunchao Wei Yezhou Yang 101 339 0 22 Oct 2019
Graph Neural Reasoning May Fail in Certifying Boolean Unsatisfiability Ziliang Chen Zhanfu Yang NAI AI4CE 55 5 0 25 Sep 2019
Learning Propagation for Arbitrarily-structured Data Sifei Liu Xueting Li Varun Jampani Shalini De Mello Jan Kautz GNN 68 0 0 25 Sep 2019
Semantic Correlation Promoted Shape-Variant Context for Segmentation Henghui Ding Xudong Jiang Bing Shuai A. Liu Gang Wang ISeg 106 169 0 05 Sep 2019
Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid Zhanghui Kuang Yiming Gao Guanbin Li Ping Luo Yimin Chen Liang Lin Wayne Zhang 79 97 0 30 Aug 2019
Weakly Supervised Body Part Segmentation with Pose based Part Priors Zhengyuan Yang Yuncheng Li Linjie Yang Ning Zhang Jiebo Luo 50 4 0 30 Jul 2019
Image Classification with Hierarchical Multigraph Networks Boris Knyazev Xiaoyu Lin Mohamed R. Amer Graham W. Taylor GNN BDL 74 35 0 21 Jul 2019
Tackling Graphical NLP problems with Graph Recurrent Networks Linfeng Song GNN 36 1 0 13 Jul 2019
Semantic Segmentation of Video Sequences with Convolutional LSTMs Andreas Pfeuffer Karina Schulz Klaus C. J. Dietmayer SSeg 70 46 0 03 May 2019
Exploring Structure-Adaptive Graph Learning for Robust Semi-Supervised Classification Xiang Gao Wei Hu Zongming Guo GNN 60 1 0 23 Apr 2019
Relay: A High-Level Compiler for Deep Learning Jared Roesch Steven Lyubomirsky Marisa Kirisame Logan Weber Josh Pollock Luis Vega Ziheng Jiang Tianqi Chen T. Moreau Zachary Tatlock 75 21 0 17 Apr 2019
Graphonomy: Universal Human Parsing via Graph Transfer Learning Ke Gong Yiming Gao Xiaodan Liang Xiaohui Shen Ming Wang Liang Lin 180 179 0 09 Apr 2019
SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction Pu Zhang Wanli Ouyang Pengfei Zhang Jianru Xue Nanning Zheng 84 464 0 07 Mar 2019
Situation-Aware Pedestrian Trajectory Prediction with Spatio-Temporal Attention Model Sirin Haddad Meiqing Wu He Wei S. Lam 60 57 0 13 Feb 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 77 1 0 24 Jan 2019
Multi-Granularity Reasoning for Social Relation Recognition from Images Meng Zhang Xinchen Liu Wu Liu Anfu Zhou Huadong Ma Tao Mei 93 43 0 10 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.2K 5,596 0 20 Dec 2018
Scene Graph Generation via Conditional Random Fields Weilin Cong Wenjie Wang Wang-Chien Lee GNN 79 22 0 20 Nov 2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview Lili Huang Jiefeng Peng Ruimao Zhang Guanbin Li Liang Lin VLM SSL SSeg 72 13 0 10 Oct 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 331 5,126 0 09 Sep 2018
N-ary Relation Extraction using Graph State LSTM Linfeng Song Yue Zhang Zhiguo Wang D. Gildea 94 165 0 28 Aug 2018
Learning Human-Object Interactions by Graph Parsing Neural Networks Siyuan Qi Wenguan Wang Baoxiong Jia Jianbing Shen Song-Chun Zhu GNN 90 539 0 23 Aug 2018
Deep Portrait Image Completion and Extrapolation X. Wu Ruilong Li Fang-Lue Zhang Jiancheng Liu Jue Wang Ariel Shamir Shimin Hu 3DH 84 41 0 23 Aug 2018
Instance-level Human Parsing via Part Grouping Network Ke Gong Xiaodan Liang Yicheng Li Yimin Chen Ming-Hsuan Yang Liang Lin 3DH 132 335 0 01 Aug 2018
Person Re-identification with Deep Similarity-Guided Graph Neural Network Yantao Shen Hongsheng Li Shuai Yi Dapeng Chen Xiaogang Wang 3DH 78 272 0 26 Jul 2018
Visual Graphs from Motion (VGfM): Scene understanding with object geometry reasoning P. Gay Stuart James Alessio Del Bue OCL 87 31 0 16 Jul 2018
Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition Tianshui Chen Liang Lin Riquan Chen Yang Wu Xiaonan Luo 101 83 0 02 Jul 2018
Deep Reasoning with Knowledge Graph for Social Relationship Understanding Zhouxia Wang Tianshui Chen Jimmy S. J. Ren Weihao Yu Hui Cheng Liang Lin GNN 103 176 0 02 Jul 2018
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling Md. Amirul Islam Mrigank Rochan Shujon Naha Neil D. B. Bruce Yang Wang 42 22 0 29 Jun 2018
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer Haoshu Fang Guansong Lu Xiaolin Fang Jianwen Xie Yu-Wing Tai Cewu Lu 3DH MedIm 82 122 0 11 May 2018
Sentence-State LSTM for Text Representation Yue Zhang Qi Liu Linfeng Song 75 209 0 07 May 2018
Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning Jinquan Sun Yinghuan Shi Yang Gao Lei Wang Luping Zhou Wanqi Yang Dinggang Shen 43 8 0 27 Apr 2018
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs Jiani Zhang Xingjian Shi Junyuan Xie Hao Ma Irwin King Dit-Yan Yeung GNN 122 573 0 20 Mar 2018
Dynamic-structured Semantic Propagation Network Xiaodan Liang Hongfei Zhou Eric Xing 170 158 0 16 Mar 2018
Graph2Seq: Scalable Learning Dynamics for Graphs S. Venkatakrishnan Mohammad Alizadeh Pramod Viswanath GNN 61 12 0 14 Feb 2018
Dense Recurrent Neural Networks for Scene Labeling Heng Fan Haibin Ling 76 13 0 21 Jan 2018
Unsupervised Object-Level Video Summarization with Online Motion Auto-Encoder Yujia Zhang Xiaodan Liang Dingwen Zhang Min Tan Eric Xing 80 79 0 02 Jan 2018
Learning to Act Properly: Predicting and Explaining Affordances from Images Ching-Yao Chuang Jiaman Li Antonio Torralba Sanja Fidler 100 103 0 20 Dec 2017