Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering

28 May 2019

Papers citing "Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering"

35 / 35 papers shown

Title
Multimodal Dual Attention Memory for Video Story Question Answering Kyung-Min Kim Seongho Choi Jin-Hwa Kim Byoung-Tak Zhang 55 77 0 21 Sep 2018
TVQA: Localized, Compositional Video Question Answering Muhammad Abdul Wahab Licheng Yu Mounir Nasr Allah Tamara L. Berg 101 642 0 05 Sep 2018
A Joint Sequence Fusion Model for Video Question Answering and Retrieval Youngjae Yu Jongseok Kim Gunhee Kim 101 345 0 07 Aug 2018
Focal Visual-Text Attention for Visual Question Answering Junwei Liang Lu Jiang Liangliang Cao Li Li Alexander G. Hauptmann 61 111 0 05 Jun 2018
Efficient and Robust Question Answering from Minimal Context over Documents Sewon Min Victor Zhong R. Socher Caiming Xiong AAML 69 163 0 21 May 2018
Movie Question Answering: Remembering the Textual Cues for Layered Visual Contents Bo Wang Youjiang Xu Yahong Han Richang Hong 57 50 0 25 Apr 2018
Motion-Appearance Co-Memory Networks for Video Question Answering J. Gao Runzhou Ge Kan Chen Ram Nevatia 128 241 0 29 Mar 2018
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering Caiming Xiong Victor Zhong R. Socher 85 109 0 31 Oct 2017
A Read-Write Memory Network for Movie Story Understanding Seil Na Sangho Lee Jisung Kim Gunhee Kim AIMat 94 98 0 27 Sep 2017
Visual Question Generation as Dual Task of Visual Question Answering Yikang Li Nan Duan Bolei Zhou Xiao Chu Wanli Ouyang Xiaogang Wang 89 166 0 21 Sep 2017
Localizing Moments in Video with Natural Language Lisa Anne Hendricks Oliver Wang Eli Shechtman Josef Sivic Trevor Darrell Bryan C. Russell 127 949 0 04 Aug 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 123 4,223 0 25 Jul 2017
OBJ2TEXT: Generating Visually Descriptive Language from Object Layouts Xuwang Yin Vicente Ordonez VLM 87 55 0 22 Jul 2017
DeepStory: Video Story QA by Deep Embedded Memory Networks Kyung-Min Kim Min-Oh Heo Seongho Choi Byoung-Tak Zhang 88 175 0 04 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 805 132,725 0 12 Jun 2017
MUTAN: Multimodal Tucker Fusion for Visual Question Answering H. Ben-younes Rémi Cadène Matthieu Cord Nicolas Thome 171 583 0 18 May 2017
TALL: Temporal Activity Localization via Language Query J. Gao Chen Sun Zhenheng Yang Ram Nevatia 127 824 0 05 May 2017
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 87 561 0 14 Apr 2017
TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals J. Gao Zhenheng Yang Chen Sun Kan Chen Ram Nevatia ViT AI4TS 84 462 0 17 Mar 2017
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 133 2,091 0 05 Nov 2016
Dual Attention Networks for Multimodal Reasoning and Matching Hyeonseob Nam Jung-Woo Ha Jeonghee Kim 107 668 0 02 Nov 2016
Learning Aligned Cross-Modal Representations from Weakly Aligned Data Lluis Castrejon Y. Aytar Carl Vondrick Hamed Pirsiavash Antonio Torralba SSL DRL AI4TS 75 167 0 25 Jul 2016
Joint Detection and Identification Feature Learning for Person Search Tong Xiao Shuang Li Bochao Wang Liang Lin Xiaogang Wang 127 824 0 07 Apr 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 234 5,765 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
MovieQA: Understanding Stories in Movies through Question-Answering Makarand Tapaswi Yukun Zhu Rainer Stiefelhagen Antonio Torralba R. Urtasun Sanja Fidler 120 752 0 09 Dec 2015
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 121 1,884 0 07 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 533 62,409 0 04 Jun 2015
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Mateusz Malinowski Marcus Rohrbach Mario Fritz 110 600 0 05 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 235 5,509 0 03 May 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,087 0 30 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 213 2,000 0 20 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 152 5,595 0 07 Dec 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 154 1,709 0 15 Oct 2014