VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks
for Visual Question Answering

VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering

23 May 2022

Michihiro Yasunaga

Papers citing "VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering"

13 / 13 papers shown

Title
DeepMLF: Multimodal language model with learnable tokens for deep fusion in sentiment analysis Efthymios Georgiou V. Katsouros Yannis Avrithis Alexandros Potamianos 24 1 0 15 Apr 2025
Multimodal Fusion and Vision-Language Models: A Survey for Robot Vision Xiaofeng Han Shunpeng Chen Zenghuang Fu Zhe Feng Lue Fan ... Li Guo Weiliang Meng Xiaopeng Zhang Rongtao Xu Shibiao Xu 63 1 0 03 Apr 2025
Predicate Hierarchies Improve Few-Shot State Classification Emily Jin Joy Hsu Jiajun Wu OffRL 72 0 0 18 Feb 2025
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation Ryozo Masukawa Sanggeon Yun Yoshiki Yamaguchi Mohsen Imani 23 0 0 30 Oct 2024
MMCert: Provable Defense against Adversarial Attacks to Multi-modal Models Yanting Wang Hongye Fu Wei Zou Jinyuan Jia AAML 23 1 0 28 Mar 2024
VCD: Knowledge Base Guided Visual Commonsense Discovery in Images Xiangqing Shen Yurun Song Siwei Wu Rui Xia 33 6 0 27 Feb 2024
Graph Neural Networks in Vision-Language Image Understanding: A Survey Henry Senior Greg Slabaugh Shanxin Yuan Luca Rossi GNN 23 13 0 07 Mar 2023
Coarse-to-Fine Reasoning for Visual Question Answering Binh X. Nguyen Tuong Khanh Long Do Huy Tran Erman Tjiputra Quang-Dieu Tran A. Nguyen NAI 62 36 0 06 Oct 2021
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Yumao Lu Zicheng Liu Lijuan Wang 169 402 0 10 Sep 2021
GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering Weixin Liang Yanhao Jiang Zixuan Liu GNN 39 32 0 20 Apr 2021
VinVL: Revisiting Visual Representations in Vision-Language Models Pengchuan Zhang Xiujun Li Xiaowei Hu Jianwei Yang Lei Zhang Lijuan Wang Yejin Choi Jianfeng Gao ObjD VLM 252 157 0 02 Jan 2021
Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding Qingxing Cao Bailin Li Xiaodan Liang Keze Wang Liang Lin 44 36 0 14 Dec 2020
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 144 1,465 0 06 Jun 2016