Situation Recognition with Graph Neural Networks

14 August 2017

Sanja Fidler

Papers citing "Situation Recognition with Graph Neural Networks"

33 / 33 papers shown

Title
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 69 22 0 24 Feb 2025
Situational Scene Graph for Structured Human-centric Situation Understanding Chinthani Sugandhika Chen Li Deepu Rajan Basura Fernando 182 1 0 30 Oct 2024
Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos Dhruv Verma Debaditya Roy Basura Fernando 27 1 0 30 Jul 2024
Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs Osman Ulger Julian Wiederer Mohsen Ghafoorian Vasileios Belagiannis Pascal Mettes 43 0 0 06 Dec 2022
Grounded Video Situation Recognition Zeeshan Khan C. V. Jawahar Makarand Tapaswi 22 13 0 19 Oct 2022
GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement Zhi-Qi Cheng Qianwen Dai Siyao Li Teruko Mitamura Alexander G. Hauptmann 16 34 0 18 Aug 2022
Beyond Grounding: Extracting Fine-Grained Event Hierarchies Across Modalities Hammad A. Ayyubi Christopher Thomas Lovish Chum R. Lokesh Long Chen ... Xudong Lin Xuande Feng Jaywon Koo Sounak Ray Shih-Fu Chang AI4TS 31 0 0 14 Jun 2022
Collaborative Transformers for Grounded Situation Recognition Junhyeong Cho Youngseok Yoon Suha Kwak ViT 27 25 0 30 Mar 2022
Frame Shift Prediction Zheng-Xin Yong Patrick Watson Tiago Timponi Torrent Oliver Czulo Collin F. Baker 32 2 0 05 Jan 2022
Border-SegGCN: Improving Semantic Segmentation by Refining the Border Outline using Graph Convolutional Network Naina Dhingra G. Chogovadze A. Kunz 27 6 0 11 Sep 2021
Hybrid Reasoning Network for Video-based Commonsense Captioning Weijiang Yu Jian Liang Lei Ji Lu Li Yuejian Fang Nong Xiao Nan Duan 14 10 0 05 Aug 2021
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu C. Aggarwal Chang-Tien Lu 44 18 0 21 Jul 2021
Human-like Controllable Image Captioning with Verb-specific Semantic Roles Long Chen Zhihong Jiang Jun Xiao Wei Liu 30 74 0 22 Mar 2021
LaneRCNN: Distributed Representations for Graph-Centric Motion Forecasting Wenyuan Zeng Ming Liang Renjie Liao R. Urtasun GNN 28 176 0 17 Jan 2021
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators S. Abadal Akshay Jain Robert Guirado Jorge López-Alonso Eduard Alarcón GNN 30 225 0 30 Sep 2020
Federated Dynamic GNN with Secure Aggregation Meng Jiang Taeho Jung Ryan Karl Tong Zhao FedML 16 31 0 15 Sep 2020
Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks Federico Baldassarre Kevin Smith Josephine Sullivan Hossein Azizpour 27 25 0 16 Jun 2020
Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation M. Moghaddam Qi Wu Ehsan Abbasnejad Javen Qinfeng Shi 20 4 0 07 Apr 2020
Grounded Situation Recognition Sarah M Pratt Mark Yatskar Luca Weihs Ali Farhadi Aniruddha Kembhavi 9 111 0 26 Mar 2020
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning Filippos Gouidis Alexandros Vassiliades T. Patkos Antonis Argyros Nick Bassiliades Dimitris Plexousakis OCL 29 12 0 26 Dec 2019
Personalized Graph Neural Networks with Attention Mechanism for Session-Aware Recommendation Mengqi Zhang Shu Wu Meng Gao Xin Jiang Ke Xu Liang Wang 21 43 0 20 Oct 2019
Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction Zekun Li Zeyu Cui Shu Wu Xiaoyu Zhang Liang Wang GNN 14 216 0 12 Oct 2019
Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph Convolutional Networks Chengxi Li Yue Meng Stanley H. Chan Yi-Ting Chen GNN 16 61 0 20 Sep 2019
Context-aware Human Motion Prediction Enric Corona Albert Pumarola Guillem Alenyà Francesc Moreno-Noguer 3DH 11 139 0 06 Apr 2019
An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition Chenyang Si Wentao Chen Wei Wang Liang Wang Tieniu Tan 31 706 0 25 Feb 2019
Human Pose Estimation with Spatial Contextual Information Hong Zhang Hao Ouyang Shu Liu Xiaojuan Qi Xiaoyong Shen Ruigang Yang Jiaya Jia 3DH 33 83 0 07 Jan 2019
LanczosNet: Multi-Scale Deep Graph Convolutional Networks Renjie Liao Zhizhen Zhao R. Urtasun R. Zemel GNN 25 227 0 06 Jan 2019
Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks Peng Wang Qi Wu Jiewei Cao Chunhua Shen Lianli Gao Anton Van Den Hengel ObjD 22 252 0 12 Dec 2018
Visual Semantic Navigation using Scene Priors Wei Yang Xinyu Wang Ali Farhadi Abhinav Gupta Roozbeh Mottaghi LM&Ro 33 320 0 15 Oct 2018
Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning Chenyang Si Ya Jing Wei Wang Liang Wang Tieniu Tan 16 351 0 07 May 2018
Graph Partition Neural Networks for Semi-Supervised Classification Renjie Liao Marc Brockschmidt Daniel Tarlow Alexander L. Gaunt R. Urtasun R. Zemel GNN 22 76 0 16 Mar 2018
MovieGraphs: Towards Understanding Human-Centric Situations from Videos Paul Vicol Makarand Tapaswi Lluis Castrejon Sanja Fidler 31 136 0 19 Dec 2017
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 154 560 0 27 Feb 2017