Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?

Author:

Das Abhishek,Agrawal Harsh,Zitnick Larry,Parikh Devi,Batra Dhruv

Funder

Army Research Lab

Office of Naval Research

Publisher

Elsevier BV

Subject

Computer Vision and Pattern Recognition,Signal Processing,Software

Reference41 articles.

1. Learning to compose neural networks for question answering;Andreas,2016

2. VQA: Visual Question Answering;Antol,2015

3. Multiple object recognition with visual attention;Ba,2015

4. Neural machine translation by jointly learning to align and translate;Bahdanau,2015

5. Cho, K., Courville, A. C., Bengio, Y., 2015. Describing multimedia content using attention-based encoder-decoder networks. In: arXiv preprint 1507.01053.

Cited by 164 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Robust Visual Question Answering: Datasets, Methods, and Future Challenges;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-08

2. Every Problem, Every Step, All in Focus: Learning to Solve Vision-Language Problems With Integrated Attention;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-07

3. Global explanation supervision for Graph Neural Networks;Frontiers in Big Data;2024-07-01

4. HCCL: H ierarchical C ounterfactual C ontrastive L earning for Robust Visual Question Answering;ACM Transactions on Multimedia Computing, Communications, and Applications;2024-06-27

5. Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning;ACM Computing Surveys;2024-04-09

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3