Dynamic Memory Networks for Visual and Textual Question Answering

4 March 2016

Papers citing "Dynamic Memory Networks for Visual and Textual Question Answering"

50 / 119 papers shown

Title
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 27 19 0 14 Mar 2019
Pedestrian Attribute Recognition: A Survey Tianlin Li Shaofei Zheng Rui Yang Aihua Zheng Zhe Chen Jin Tang Bin Luo CVBM 28 127 0 22 Jan 2019
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 30 693 0 06 Dec 2018
Traversing the Continuous Spectrum of Image Retrieval with Deep Dynamic Models Ziad Al-Halah Andreas M. Lehrmann Leonid Sigal 18 0 0 01 Dec 2018
Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training Yao Wan Wenqiang Yan Jianwei Gao Zhou Zhao Jian Wu Philip S. Yu 27 10 0 12 Nov 2018
An Introductory Survey on Attention Mechanisms in NLP Problems Dichao Hu AIMat 27 246 0 12 Nov 2018
Holistic Multi-modal Memory Network for Movie Question Answering Anran Wang Anh Tuan Luu Chuan-Sheng Foo Erik Cambria Yi Tay V. Chandrasekhar 36 20 0 12 Nov 2018
Zero-Shot Transfer VQA Dataset Yuanpeng Li Yi Yang Jianyu Wang Wei-ping Xu 16 8 0 02 Nov 2018
Interpretable Spatio-temporal Attention for Video Action Recognition Lili Meng Bo Zhao B. Chang Gao Huang Wei Sun Fred Tung Leonid Sigal 33 83 0 01 Oct 2018
Deep Interest Evolution Network for Click-Through Rate Prediction Guorui Zhou Na Mou Ying Fan Qi Pi Weijie Bian Chang Zhou Xiaoqiang Zhu Kun Gai 33 1,046 0 11 Sep 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 33 55 0 06 Sep 2018
Diverse and Coherent Paragraph Generation from Images Moitreya Chatterjee A. Schwing 19 66 0 03 Sep 2018
Knowledge Graph Embedding with Entity Neighbors and Deep Memory Network Kai Wang Yu Liu Xiujuan Xu Dan Lin GNN 26 18 0 11 Aug 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 24 116 0 21 Jul 2018
Learning Visual Knowledge Memory Networks for Visual Question Answering Zhou Su Chen Zhu Yinpeng Dong Dongqi Cai Yurong Chen Jianguo Li 34 62 0 13 Jun 2018
R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering Pan Lu Lei Ji Wei Zhang Nan Duan M. Zhou Jianyong Wang CoGe 25 79 0 24 May 2018
Incorporating Glosses into Neural Word Sense Disambiguation Fuli Luo Tianyu Liu Qiaolin Xia Baobao Chang Zhifang Sui 16 103 0 21 May 2018
Iterative Visual Reasoning Beyond Convolutions Xinlei Chen Li-Jia Li Li Fei-Fei Abhinav Gupta LRM GNN 40 214 0 29 Mar 2018
Unsupervised Textual Grounding: Linking Words to Image Concepts Raymond A. Yeh Minh Do A. Schwing 22 40 0 29 Mar 2018
Motion-Appearance Co-Memory Networks for Video Question Answering J. Gao Runzhou Ge Kan Chen Ram Nevatia 41 240 0 29 Mar 2018
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions Qing Li Qingyi Tao Chenyu You Jianfei Cai Jiebo Luo 34 106 0 20 Mar 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 32 572 0 08 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 874 0 03 Mar 2018
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence Dong Huk Park Lisa Anne Hendricks Zeynep Akata Anna Rohrbach Bernt Schiele Trevor Darrell Marcus Rohrbach 37 419 0 15 Feb 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
Attentive Memory Networks: Efficient Machine Reading for Conversational Search Tom Kenter Maarten de Rijke 20 32 0 19 Dec 2017
Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks Guohao Li Hang Su Wenwu Zhu 38 46 0 03 Dec 2017
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi OOD 58 582 0 01 Dec 2017
Understanding Early Word Learning in Situated Artificial Agents Felix Hill S. Clark Karl Moritz Hermann Phil Blunsom LM&Ro 19 32 0 26 Oct 2017
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin Hinrich Schütze 33 41 0 02 Oct 2017
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields Fei Liu Timothy Baldwin Trevor Cohn 16 18 0 12 Sep 2017
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation Chuang Gan Yandong Li Haoxiang Li Chen Sun Boqing Gong 27 126 0 15 Aug 2017
Attention-Aware Face Hallucination via Deep Reinforcement Learning Qingxing Cao Liang Lin Yukai Shi Xiaodan Liang Guanbin Li SupR 21 193 0 10 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
Structured Attentions for Visual Question Answering Chen Zhu Yanpeng Zhao Shuaiyi Huang Kewei Tu Yi Ma FAtt 32 106 0 07 Aug 2017
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering Zhou Yu Jun-chen Yu Jianping Fan Dacheng Tao 41 663 0 04 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 62 907 0 01 Aug 2017
Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach Aidean Sharghi Jacob S. Laurel Boqing Gong EgoV 16 134 0 16 Jul 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 15 2,867 0 26 May 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan L. V. D. van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 23 541 0 10 May 2017
Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering V. Kazemi Ali Elqursh OOD 28 183 0 11 Apr 2017
AMC: Attention guided Multi-modal Correlation Learning for Image Search Kan Chen Trung Bui Chen Fang Zhaowen Wang Ram Nevatia 37 38 0 03 Apr 2017
An Analysis of Visual Question Answering Algorithms Kushal Kafle Christopher Kanan 30 231 0 28 Mar 2017
VQABQ: Visual Question Answering by Basic Questions Jia-Hong Huang Modar Alfadly Guohao Li 27 24 0 19 Mar 2017
Task-driven Visual Saliency and Attention-based Visual Question Answering Yuetan Lin Zhangyang Pang Donghui Wang Yueting Zhuang 35 26 0 22 Feb 2017
Opinion Recommendation using Neural Memory Model Zhongqing Wang Yue Zhang VLM HAI MU 46 12 0 06 Feb 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan L. V. D. van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 23 2,322 0 20 Dec 2016
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 39 86 0 16 Dec 2016
Attentive Explanations: Justifying Decisions and Pointing to the Evidence Dong Huk Park Lisa Anne Hendricks Zeynep Akata Bernt Schiele Trevor Darrell Marcus Rohrbach AAML 24 79 0 14 Dec 2016
MarioQA: Answering Questions by Watching Gameplay Videos Jonghwan Mun Paul Hongsuck Seo Ilchae Jung Bohyung Han 50 108 0 06 Dec 2016