IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI
Conference Description
Multimodality is the most general form for information representation and delivery in a real world. Using multimodal data is natural for humans to make accurate perceptions and decisions. Our digital world is actually multimodal, combining various data modalities, such as text, audio, images, videos, touch, depth, 3D, animations, biometrics, interactive content, etc. Multimodal data analytics algorithms often outperform single modal data analytics in many real-world problems.
Multi-sensor data fusion has also been a topic of great interest in industry nowadays. In particular, such companies working on automotive, drone vision, surveillance or robotics have grown exponentially. They are attempting to automate processes by using a wide variety of control signals from various sources.
With the rapid development of Big Data technology and its remarkable applications in many fields, multimodal Big Data is a timely topic. This workshop aims to generate momentum around this topic of growing interest and to encourage interdisciplinary interaction and collaboration between Natural Language Processing (NLP), computer vision, audio processing, machine learning, robotics, Human-Computer Interaction (HCI), cloud computing, Internet of Things (IoT), and geospatial computing communities. It serves as a forum to bring together active researchers and practitioners from academia and industry to share their recent advances in this promising area.
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Topics
This is an open call for papers, which solicits original contributions considering recent findings in theory, methodologies, and applications in the field of multimodal AI and Big Data. The list of topics includes, but not limited to:
Multimodal representations (language, vision, audio, touch, depth, etc.)
Multimodal data modeling
Multimodal data fusion
Multimodal learning
cross-modal learning
Multimodal big data analytics and visualization
Multimodal scene understanding
Multimodal perception and interaction
Multimodal information tracking, retrieval and identification
Multimodal big data infrastructure and management
Multimodal benchmark datasets and evaluations
Multimodal AI in robotics (robotic vision, NLP in robotics, Human-Robot Interaction (HRI), etc.)
Multimodal object detection, classification, recognition, and segmentation
Multimodal AI safety (explainability, interpretability, trustworthiness, etc.)
Multimodal Biometrics
Multimodal applications (autonomous driving, cybersecurity, smart cities, intelligent transportation systems, industrial inspection, medical diagnosis, healthcare, social media, arts, etc.)
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Important Dates
Please visit the workshop website:
https://www.comstar-tech.org/workshops/2024/workshop_2024_MMAI.html
*Note that the main conference of IEEE Big Data 2024 will be in person but the MMAI workshop will be hosted both virtually and onsite.
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Submission
Please follow the web link to submit to IEEE Big Data paper submission site. Accepted papers will be published in the IEEE Big Data proceedings.
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Multimodal AI Google Group
Welcome to subscribe to the Multimodal AI Google group (https://groups.google.com/g/multimodal-ai).
Conference Topics
- NLP
- artificial intelligence
- computer vision
- audio
Frequently Asked Questions
What is IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI ?
IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI is Multimodal Artificial Intelligence (MMAI) Workshop at IEEE Big Data 2024: Exploring the Interplay of Modalities in AI Applications. Learn more about submission guidelines, important dates, and topics of interest.
How do I submit my paper?
Submit your paper via the official submission portal at https://www.comstar-tech.org/workshops/2024/workshop_2024_MMAI.html. Follow the submission guidelines outlined in the CFP.
How do I register for the conference?
Register at https://www.comstar-tech.org/workshops/2024/workshop_2024_MMAI.html. Early registration is recommended to secure your spot and avail discounts.
What topics are accepted at IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI ?
The topics accepted at IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI include NLP, artificial intelligence, computer vision, audio. Papers that explore innovative ideas or solutions in these areas are highly encouraged.
What are the important dates for IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI ?
- Start Date: 15 Dec, 2024
- End Date: 18 Dec, 2024
What is the location and date of IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI ?
IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI will be held on 15 Dec, 2024 - 18 Dec, 2024 at Washington DC (Hybrid). More details about the event location and travel arrangements can be found on the conference’s official website.
Can I submit more than one paper to IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI ?
Yes, multiple submissions are allowed, provided they align with the conference’s themes and topics. Each submission will be reviewed independently.
What is the review process for submissions?
Papers will be reviewed by a panel of experts in the field, ensuring that only high-quality, relevant work is selected for presentation. Each paper will be evaluated on originality, significance, and clarity.
What presentation formats are available at IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI ?
Presentations can be made in various formats including oral presentations, poster sessions, or virtual presentations. Specific details will be provided upon acceptance of your paper.
Can I make changes to my submission after I’ve submitted it?
Modifications to your submission are allowed until the submission deadline. After that, no changes can be made. Please make sure all details are correct before submitting.
What are the benefits of attending IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI ?
Attending IEEE Big Data - MMAI 2024 : IEEE Big Data 2024 Workshop on Multimodal AI provides an opportunity to present your research, network with peers and experts in your field, and gain feedback on your work. Additionally, it is an excellent platform for career advancement and collaboration opportunities.
What should I include in my abstract or proposal submission?
Your abstract or proposal should include a concise summary of your paper, including its purpose, methodology, and key findings. Ensure that it aligns with the conference themes.