Learning Conditioned Graph Structures for Interpretable Visual Question Answering

19 June 2018

Papers citing "Learning Conditioned Graph Structures for Interpretable Visual Question Answering"

48 / 98 papers shown

Title
Location-aware Graph Convolutional Networks for Video Question Answering Deng Huang Peihao Chen Runhao Zeng Qing Du Mingkui Tan Chuang Gan GNN BDL 14 172 0 07 Aug 2020
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering Siwen Luo S. Han Kaiyuan Sun Josiah Poon CoGe LRM ReLM 18 4 0 27 Jul 2020
Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering Ruixue Tang Chao Ma W. Zhang Qi Wu Xiaokang Yang OOD 23 48 0 19 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 33 138 0 17 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
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings Yu Chen Lingfei Wu Mohammed J. Zaki 27 410 0 21 Jun 2020
Large-Scale Adversarial Training for Vision-and-Language Representation Learning Zhe Gan Yen-Chun Chen Linjie Li Chen Zhu Yu Cheng Jingjing Liu ObjD VLM 35 488 0 11 Jun 2020
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN Shangqing Liu Yu Chen Xiaofei Xie J. Siow Yang Liu 23 163 0 09 Jun 2020
Structured Multimodal Attentions for TextVQA Chenyu Gao Qi Zhu Peng Wang Hui Li Yuliang Liu Anton Van Den Hengel Qi Wu 23 59 0 01 Jun 2020
Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation Boris Knyazev H. D. Vries Cătălina Cangea Graham W. Taylor Aaron Courville Eugene Belilovsky 24 56 0 17 May 2020
Dynamic Language Binding in Relational Visual Reasoning T. Le Vuong Le Svetha Venkatesh T. Tran NAI 26 19 0 30 Apr 2020
Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships Yunlian Lv Ning Xie Yimin Shi Zijiao Wang H. Shen 27 0 0 29 Apr 2020
Toward Subgraph-Guided Knowledge Graph Question Generation with Graph Neural Networks Yu Chen Lingfei Wu Mohammed J. Zaki 24 49 0 13 Apr 2020
SpatialSim: Recognizing Spatial Configurations of Objects with Graph Neural Networks Laetitia Teodorescu Katja Hofmann Pierre-Yves Oudeyer 16 1 0 09 Apr 2020
Iterative Context-Aware Graph Inference for Visual Dialog Dan Guo Haibo Wang Hanwang Zhang Zhengjun Zha Meng Wang 27 49 0 05 Apr 2020
Graph Structured Network for Image-Text Matching Chunxiao Liu Zhendong Mao Tianzhu Zhang Hongtao Xie Bin Wang Yongdong Zhang 19 232 0 01 Apr 2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text Difei Gao Ke Li Ruiping Wang Shiguang Shan Xilin Chen 14 111 0 31 Mar 2020
VIOLIN: A Large-Scale Dataset for Video-and-Language Inference J. Liu Wenhu Chen Yu Cheng Zhe Gan Licheng Yu Yiming Yang Jingjing Liu MLLM VGen 37 68 0 25 Mar 2020
Linguistically Driven Graph Capsule Network for Visual Question Reasoning Qingxing Cao Xiaodan Liang Keze Wang Liang Lin GNN 13 3 0 23 Mar 2020
Cascaded Human-Object Interaction Recognition Tianfei Zhou Wenguan Wang Siyuan Qi Haibin Ling Jianbing Shen 14 96 0 09 Mar 2020
Object Relational Graph with Teacher-Recommended Learning for Video Captioning Ziqi Zhang Yaya Shi Chunfen Yuan Bing Li Peijin Wang Weiming Hu Zhengjun Zha VLM 37 271 0 26 Feb 2020
When Radiology Report Generation Meets Knowledge Graph Yixiao Zhang Xiaosong Wang Ziyue Xu Qihang Yu Alan Yuille Daguang Xu MedIm 18 295 0 19 Feb 2020
CQ-VQA: Visual Question Answering on Categorized Questions Aakansha Mishra A. Anand Prithwijit Guha 25 6 0 17 Feb 2020
Differentiable Graph Module (DGM) for Graph Convolutional Networks Anees Kazi Luca Cosmo Seyed-Ahmad Ahmadi Nassir Navab M. Bronstein GNN MedIm 14 129 0 11 Feb 2020
Deep Iterative and Adaptive Learning for Graph Neural Networks Yu Chen Lingfei Wu Mohammed J. Zaki GNN 27 46 0 17 Dec 2019
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
Heterogeneous Graph Learning for Visual Commonsense Reasoning Weijiang Yu Jingwen Zhou Weihao Yu Xiaodan Liang Nong Xiao LRM 17 46 0 25 Oct 2019
Multi-modal Deep Analysis for Multimedia Wenwu Zhu Xin Wang Hongzhi Li 29 38 0 11 Oct 2019
Graph Generation with Variational Recurrent Neural Network Shih-Yang Su Shunwei Lei Greg Mori GAN GNN 25 17 0 02 Oct 2019
Non-monotonic Logical Reasoning Guiding Deep Learning for Explainable Visual Question Answering Heather Riley Mohan Sridharan NAI 16 0 0 23 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
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation Yu Chen Lingfei Wu Mohammed J. Zaki GNN 17 153 0 14 Aug 2019
Multi-modality Latent Interaction Network for Visual Question Answering Peng Gao Haoxuan You Zhanpeng Zhang Xiaogang Wang Hongsheng Li 19 82 0 10 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 35 1,913 0 09 Aug 2019
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension Yu Chen Lingfei Wu Mohammed J. Zaki 11 76 0 31 Jul 2019
Learning by Abstraction: The Neural State Machine Drew A. Hudson Christopher D. Manning NAI OCL 8 258 0 09 Jul 2019
Relationship-Embedded Representation Learning for Grounding Referring Expressions Sibei Yang Guanbin Li Yizhou Yu ObjD 27 52 0 11 Jun 2019
Language-Conditioned Graph Networks for Relational Reasoning Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 31 171 0 10 May 2019
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays Chengsheng Mao Liang Yao Yuan Luo MedIm GNN 33 56 0 31 Mar 2019
Relation-Aware Graph Attention Network for Visual Question Answering Linjie Li Zhe Gan Yu Cheng Jingjing Liu GNN 33 341 0 29 Mar 2019
Answer Them All! Toward Universal Visual Question Answering Models Robik Shrestha Kushal Kafle Christopher Kanan 17 82 0 01 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
VrR-VG: Refocusing Visually-Relevant Relationships Yuanzhi Liang Yalong Bai Wei Zhang Xueming Qian Li Zhu Tao Mei 3DH 16 8 0 01 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
Counterfactual Critic Multi-Agent Training for Scene Graph Generation Long Chen Hanwang Zhang Jun Xiao Xiangnan He Shiliang Pu Shih-Fu Chang 14 159 0 06 Dec 2018
HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs N. Yadati M. Nimishakavi Prateek Yadav Vikram Nitin Anand Louis Partha P. Talukdar GNN 12 37 0 07 Sep 2018
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 251 1,811 0 25 Nov 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 158 1,464 0 06 Jun 2016