Topics of Interest

Topics of interest include but are not limited to:

Generative and Foundation Models in Multimedia

    AI-generated Media
    Foundation Models in Vision and Audio
    Media Generation with Generative Models
    Media Generation with Large Vision/Language Models
    Visual and Vision-Language Pre-training
    Generic Vision Interface
    Alignments in Text-to-image Generation
    Large Multimodal Models
    Multimodal Agents

Trustworthy AI in Multimedia

    AI Reliability for Multimedia Applications and Systems
    AI Fairness for Multimedia Applications and Systems
    AI Robustness for Multimedia Applications and Systems
    Attack and Defense for Multimedia Applications and Systems
    Security of Large AI Models

Audio and Speech in Multimedia

    Speech/Voice Synthesis
    Analysis of Conversation
    Speaker and Language Identification
    Audio Signal Analysis
    Spoken Language Generation
    Automatic Speech Recognition
    Spoken Dialogue and Conversational AI Systems

Content Understanding

    Multimedia Telepresence and Virtual/Augmented/Mixed Reality
    Visual Concept Detection
    Detection and Tracking
    3D Modeling, Reconstruction, and Interactive Applications
    Multimodal/Multisensory Interfaces, Integration, and Analysis
    Effective and Scalable Solution for Big Data Integration
    Affective and Perceptual Multimedia

Multimedia Retrieval

    Multimedia Search and Recommendation
    Web-Scale Retrieval
    Relevance Feedback, Active/Transfer Learning
    3D and Sensor Data Retrieval
    Multimodal Media (Images, Videos, Audio, Texts, Graph/Relationship) Retrieval
    High-Level Semantic Multimedia Features

Machine/Deep Learning/Data Mining

    Deep Learning in Multimedia Data and Multimodal Fusion
    Deep Cross-Learning for Novel Features and Feature Selection
    High-Performance Deep Learning (Theories and Infrastructures)
    Spatio-Temporal Data Mining
    Novel Dataset for Learning and Multimedia

Multimedia Systems and Infrastructures

    Multimedia Systems and Middleware
    Software Infrastructure for Data Analytics
    Distributed Multimedia Systems and Cloud Computing
    Internet Scale System Design
    Information Coding for Content Delivery
    Real-Time Data Processing for Internet of Multimedia Things

Data Management

    Multimedia Data Collection, Modeling, Indexing, or Storage
    Multimedia and Content Forensics
    Data Integrity, Security, Protection, and Privacy
    Standards and Policies for Data Management
    Steganography for Secure Data Embedding
    Homomorphic Encryption for Secure Data Processing

Applications

    Multimedia Applications for Health and Sports
    Multimedia Applications for Culture and Education
    Multimedia Applications for Fashion and Living
    Multimedia Applications for Security and Safety
    Multimedia Applications for Agriculture
    Autonomous Systems (Self-driving Cars, Robots, Drones, etc.)
    Mobile and Wearable Multimedia