Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering

3 January 2020

Papers citing "Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering"

29 / 29 papers shown

Title
Multi-modality Latent Interaction Network for Visual Question Answering Peng Gao Haoxuan You Zhanpeng Zhang Xiaogang Wang Hongsheng Li 61 82 0 10 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 226 3,684 0 06 Aug 2019
Deep Modular Co-Attention Networks for Visual Question Answering Zhou Yu Jun Yu Yuhao Cui Dacheng Tao Q. Tian 87 806 0 25 Jun 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks Yi Tay Aston Zhang Anh Tuan Luu J. Rao Shuai Zhang Shuohang Wang Jie Fu S. Hui 52 57 0 11 Jun 2019
Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering Peng Gao Zhengkai Jiang Haoxuan You Pan Lu Steven C. H. Hoi Xiaogang Wang Hongsheng Li AIMat 76 365 0 13 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Question-Guided Hybrid Convolution for Visual Question Answering Peng Gao Pan Lu Hongsheng Li Shuang Li Yikang Li Guosheng Lin Xiaogang Wang 127 68 0 08 Aug 2018
End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features Chiori Hori Huda AlAmri Jue Wang Gordon Wichern Takaaki Hori ... Raphael Gontijo-Lopes Abhishek Das Irfan Essa Dhruv Batra Devi Parikh VGen 64 125 0 21 Jun 2018
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition Titouan Parcollet Yanzhe Zhang Mohamed Morchid C. Trabelsi G. Linarès R. Mori Yoshua Bengio 46 99 0 20 Jun 2018
Bilinear Attention Networks Jin-Hwa Kim Jaehyun Jun Byoung-Tak Zhang AIMat 87 875 0 21 May 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 66 263 0 16 May 2018
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering Duy-Kien Nguyen Takayuki Okatani 63 280 0 03 Apr 2018
Learning to Count Objects in Natural Images for Visual Question Answering Yan Zhang Jonathon S. Hare Adam Prugel-Bennett OOD 65 207 0 15 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 424 26,500 0 05 Sep 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 121 4,216 0 25 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
Attention-Based Multimodal Fusion for Video Description Chiori Hori Takaaki Hori Teng-Yok Lee Kazuhiro Sumi J. Hershey Tim K. Marks 78 359 0 11 Jan 2017
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 338 3,246 0 02 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 772 36,813 0 25 Aug 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 215 5,747 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 216 2,411 0 22 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 508 62,294 0 04 Jun 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 202 5,478 0 03 May 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,386 0 04 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 558 27,311 0 01 Sep 2014
Recurrent Models of Visual Attention Volodymyr Mnih N. Heess Alex Graves Koray Kavukcuoglu VLM 152 3,656 0 24 Jun 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 394 33,529 0 16 Oct 2013