Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning

Author:

Parameshwara Ravikiran1ORCID,Radwan Ibrahim1ORCID,Asthana Akshay2ORCID,Abbasnejad Iman3ORCID,Subramanian Ramanathan1ORCID,Goecke Roland1ORCID

Affiliation:

1. University of Canberra, Canberra, ACT, Australia

2. Seeing Machines Ltd., Canberra, ACT, China

3. Seeing Machines Ltd., Canberra, ACT, Australia

Funder

Australian Research Council

Publisher

ACM

Reference61 articles.

1. Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models

2. Cross-Corpus Speech Emotion Recognition Based on Few-Shot Learning and Domain Adaptation

3. Abdallah El Ali , Torben Wallbaum , Merlin Wasmann , Wilko Heuten , and Susanne Boll . 2017 . Face2Emoji: Using Facial Emotional Expressions to Filter Emojis . In Conference on Human Factors in Computing Systems. ACM, 1577--1584 . Abdallah El Ali, Torben Wallbaum, Merlin Wasmann, Wilko Heuten, and Susanne Boll. 2017. Face2Emoji: Using Facial Emotional Expressions to Filter Emojis. In Conference on Human Factors in Computing Systems. ACM, 1577--1584.

4. Gender and emotion recognition with implicit user signals

5. How Far are We from Solving the 2D & 3D Face Alignment Problem? (and a Dataset of 230,000 3D Facial Landmarks)

Cited by 2 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. MCAN: An Efficient Multi-Task Network for Facial Expression Analysis;2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD);2024-05-08

2. MARS: A Multiview Contrastive Approach to Human Activity Recognition From Accelerometer Sensor;IEEE Sensors Letters;2024-03

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