;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:#fdfdfd;text-decoration-style:initial;text-decoration-color:initial”>FATE/MM Workshop, co-located with ACM Multimedia 2020 (https://project.inria.fr/fatmm)
Important Dates
- Paper submission, July 30th
- Author Notification, August, 26th
- Camera-Ready, September 2nd
- Workshop, October
All deadlines are at midnight (23:59) Anywhere on Earth.
Call for Contributions
Models
- Techniques and models for fairness-aware multimedia modeling, multimedia information retrieval, and recommendation.
- Interpretable and explainable models in multimedia.
- Models and frameworks for conducting FATE audits of multimedia systems.
- Models for addressing inclusion and exclusion in multimedia.
Algorithm evaluation
- Qualitative, quantitative, and experimental studies on subjective perceptions of algorithmic bias, unfairness and ethical issues.
- Experimental results of FATE audits of multimedia systems.
- Objective metrics for measuring unfairness and bias in multimedia.
- Generation of human-readable explanations for multimedia models and algorithmic outputs.
- Metrics for measuring inclusiveness in multimedia systems.
Data collection and curation
- Defining, measuring and mitigating problematic biases in multimedia datasets.
- Ethical issues in multimedia data collection processes.
- Improvement of data collection processes to be more fair, diverse, and inclusive.
- Data collection regarding potential unfairness in systems and ethical consequences.
Applications
- Research on fair and transparent multimedia tools and applications
- Ethical design and/or usage of multimedia tools and applications




July 2nd, 2020
Daniela Lopez de Luise