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