Graph-Structured Representations for Visual Question Answering

19 September 2016

Lingqiao Liu

Papers citing "Graph-Structured Representations for Visual Question Answering"

36 / 86 papers shown

Title
Dynamic Emotion Modeling with Learnable Graphs and Graph Inception Network A. Shirian S. Tripathi T. Guha 20 7 0 06 Aug 2020
Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions Noa Garcia Yuta Nakashima 23 32 0 17 Jul 2020
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation Yongjing Yin Fandong Meng Jinsong Su Chulun Zhou Zhengyuan Yang Jie Zhou Jiebo Luo 35 138 0 17 Jul 2020
Evolving Graphical Planner: Contextual Global Planning for Vision-and-Language Navigation Zhiwei Deng Karthik Narasimhan Olga Russakovsky 24 86 0 11 Jul 2020
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers Shijie Geng Peng Gao Moitreya Chatterjee Chiori Hori Jonathan Le Roux Yongfeng Zhang Hongsheng Li A. Cherian 27 11 0 08 Jul 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 22 680 0 27 Feb 2020
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction Bingbin Liu Ehsan Adeli Zhangjie Cao Kuan-Hui Lee Abhijeet Shenoi Adrien Gaidon Juan Carlos Niebles 23 150 0 20 Feb 2020
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks Corentin Kervadec G. Antipov M. Baccouche Christian Wolf 21 15 0 06 Dec 2019
Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval Sijin Wang Ruiping Wang Ziwei Yao Shiguang Shan Xilin Chen 3DV 30 208 0 11 Oct 2019
Multi-modal Deep Analysis for Multimedia Wenwu Zhu Xin Wang Hongzhi Li 29 38 0 11 Oct 2019
Compact Trilinear Interaction for Visual Question Answering Tuong Khanh Long Do Thanh-Toan Do Huy Tran Erman Tjiputra Quang-Dieu Tran 36 59 0 26 Sep 2019
VideoNavQA: Bridging the Gap between Visual and Embodied Question Answering Cătălina Cangea Eugene Belilovsky Pietro Lió Aaron Courville 16 16 0 14 Aug 2019
Aligning Linguistic Words and Visual Semantic Units for Image Captioning Longteng Guo Jing Liu Jinhui Tang Jiangwei Li W. Luo Hanqing Lu 25 102 0 06 Aug 2019
Language-Conditioned Graph Networks for Relational Reasoning Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 31 171 0 10 May 2019
Reasoning Visual Dialogs with Structural and Partial Observations Zilong Zheng Wenguan Wang Siyuan Qi Song-Chun Zhu 39 117 0 11 Apr 2019
An End-to-End Network for Generating Social Relationship Graphs A. Goel K. Ma Cheston Tan GNN 21 39 0 23 Mar 2019
MUREL: Multimodal Relational Reasoning for Visual Question Answering Rémi Cadène H. Ben-younes Matthieu Cord Nicolas Thome LRM 19 271 0 25 Feb 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 28 5,400 0 20 Dec 2018
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
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 21 692 0 06 Dec 2018
Counterfactual Critic Multi-Agent Training for Scene Graph Generation Long Chen Hanwang Zhang Jun Xiao Xiangnan He Shiliang Pu Shih-Fu Chang 22 159 0 06 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 169 230 0 05 Dec 2018
Scene Graph Generation via Conditional Random Fields Weilin Cong Luu Anh Tuan Wang-Chien Lee GNN 19 22 0 20 Nov 2018
LinkNet: Relational Embedding for Scene Graph Sanghyun Woo Dahun Kim Donghyeon Cho In So Kweon GNN 15 147 0 15 Nov 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 33 55 0 06 Sep 2018
Graph R-CNN for Scene Graph Generation Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh GNN 57 836 0 01 Aug 2018
Dynamic Multimodal Instance Segmentation guided by natural language queries Edgar Margffoy-Tuay Juan C. Pérez Emilio Botero Pablo Arbelaez 27 170 0 06 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 24 173 0 02 Jul 2018
Learning Conditioned Graph Structures for Interpretable Visual Question Answering Will Norcliffe-Brown Efstathios Vafeias Sarah Parisot GNN 21 236 0 19 Jun 2018
Attentional Multilabel Learning over Graphs: A Message Passing Approach Kien Do T. Tran Thin Nguyen Svetha Venkatesh 23 17 0 01 Apr 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
Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions Qing Li Jianlong Fu D. Yu Tao Mei Jiebo Luo FAtt XAI CoGe 51 60 0 27 Jan 2018
Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs Daniel Oñoro-Rubio Mathias Niepert Alberto García-Durán Roberto Gonzalez Roberto J. López-Sastre 16 15 0 07 Sep 2017
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney Peter Anderson Xiaodong He Anton Van Den Hengel 50 380 0 09 Aug 2017
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions Peng Wang Qi Wu Chunhua Shen Anton Van Den Hengel OOD 32 86 0 16 Dec 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 167 1,464 0 06 Jun 2016