posted by organizer: g1910 || 1446 views || tracked by 4 users: [display]

MMCM@CVPR 2024 : 2nd IEEE Workshop on Multimodal Content Moderation (MMCM) @ CVPR 2024

FacebookTwitterLinkedInGoogle

Link: https://multimodal-content-moderation.github.io/
 
When Jun 17, 2024 - Jun 17, 2024
Where Seattle WA, USA
Submission Deadline Mar 22, 2024
Notification Due Apr 8, 2024
Final Version Due Apr 14, 2024
Categories    deep learning   computer vision   NLP   artificial intelligence
 

Call For Papers

2nd IEEE Workshop on Multimodal Content Moderation will be held in conjunction with CVPR 2024.

Content moderation (CM) is a rapidly growing need in today’s world, with a high societal impact, where automated CM systems can discover discrimination, violent acts, hate/toxicity, and much more, on a variety of signals (visual, text/OCR, speech, audio, language, generated content, etc.). Leaving or providing unsafe content on social platforms and devices can cause a variety of harmful consequences, including brand damage to institutions and public figures, erosion of trust in science and government, marginalization of minorities, geo-political conflicts, suicidal thoughts, and more. Even more challenging to tackle, some CM systems need to operate in real-time (e.g., moderating live streams). Besides user-generated content, AI-generated content (e.g., by DALL-E or GPT-3) presents additional challenges due to model biases and the scale of content they can generate.

With the prevalence of multimedia social networking and online gaming, the problem of sensitive content detection and moderation is by nature multimodal. Moreover, content moderation is contextual and culturally multifaceted, for example, different cultures have different conventions about gestures. This requires CM approach to be not only multimodal, but also context aware and culturally sensitive.

This workshop intends to draw more visibility and interest to this challenging field, and establish a platform to foster in-depth idea exchange and collaboration. Authors are invited to submit original and innovative papers. We aim for broad scope, topics of interest include but are not limited to:

* Multi-modal content moderation in image, video, audio/speech, text;
* Context aware content moderation;
* Datasets/benchmarks/metrics for content moderation;
* Annotations for content moderation with ambiguous policies, perspectivism, noisy or disagreeing labels;
* Content moderation for synthetic/generated data (image, video, audio, text); utilizing synthetic dataset;
* Dealing with limited data for content moderation.
* Continual & adversarial learning in content moderation services;
* Explainability and interpretability of models;
* Challenges of at-scale real-time content moderation needs vs. human-in-the-loop moderation;
* Detecting misinformation;
* Detecting/mitigating biases in content moderation;
* Analyses of failures in content moderation.

Accepted papers will be included in the CVPR proceedings, on IEEE Xplore, and on CVF website.

Paper Submission Deadline: March 22, 2024, 11:59:59 PM Pacific Time
Link to submission system: https://cmt3.research.microsoft.com/MMCM2024/Submission/Index
Workshop website: https://multimodal-content-moderation.github.io/

Author Guidelines:

Authors are required to submit full papers by the paper submission deadline. These are hard deadlines due to the tight timeline; no extensions will be given. Please note that due to the tight timeline to have accepted papers included in the CVPR proceedings, no supplemental materials or rebuttal will be accepted.

Papers are limited to eight pages, including figures and tables, in the CVPR style. Additional pages containing only cited references are allowed. Papers with more than 8 pages (excluding references) or violating formatting specifications will be rejected without review. For more information on the submission instructions, templates, and policies (double blind review, dual submissions, plagiarism, etc.), please consult CVPR 2023 - Author Guidelines webpage (https://cvpr.thecvf.com/Conferences/2024/AuthorGuidelines). Please abide by CVPR policies regarding conflict, plagiarism, double blind review, dual submissions, and attendance.

Authors will be required to transfer, to the IEEE, copyrights for any papers published in the conference proceedings. At least one author is expected to attend the workshop and present the paper.

Related Resources

CBMI 2025   Content-Based Multimedia Indexing
IJCSITCE 2025   The International Journal of Computational Science, Information Technology and Control Engineering
IEEE CRC 2025   IEEE--2025 10th International Conference on Control, Robotics and Cybernetics (CRC 2025)
NLDB 2025   The 30th International Conference on Natural Language & Information Systems
BEAM 2025   1st Workshop on Benchmarking and Expanding AI Multimodal Approaches (co-located w/ CVPR 2025)
MathSJ 2025   Applied Mathematics and Sciences: An International Journal
IEEE ACIRS 2025   IEEE--2025 10th Asia-Pacific Conference on Intelligent Robot Systems (ACIRS 2025)
NLPA 2025   6th International Conference on Natural Language Processing and Applications
IEEE ICoIAS 2025   IEEE--2025 the 7th International Conference on Intelligent Autonomous Systems (ICoIAS 2025)
IEEE-Ei/Scopus-CNIOT 2025   2025 IEEE 6th International Conference on Computing, Networks and Internet of Things (CNIOT 2025) -EI Compendex