(The following topics include but are not limited to)
Track 1: Deep Learning
Basics of Deep Learning Algorithms
Deep Learning in Computer Vision
Combination of Natural Language Processing and Vision
Transfer Learning, Reinforcement Learning
Domain Adaptation
Joint Learning and Privacy Protection
Self-supervised and Unsupervised Learning
Interpretability of Deep Learning Models
Edge Computing
Track 2: Robot Perception
Visual Perception and Object Recognition
Application of Deep Learning in Robot Perception
Multimodal Sensor Fusion Technology
Speech Recognition and Sentiment Analysis
Environmental Perception and Scene Understanding
Human-Computer Interaction and Emotional Recognition
Perception-driven Robot Navigation
Autonomous Modeling and Object Localization
Tactile Perception and Force Control Technology
Environmental Mapping and Virtual Reality
Image Processing and Feature Extraction Technology
Research and Application of Perception Technology in Marine Exploration Robots
Application of Intelligent Perception Technology in the Medical Field
Application of Perception Technology in Intelligent Transportation Systems
Track 3: Autonomous Systems
Autonomous Navigation of Unmanned Systems (Drones/Vehicles/Ships)
Multi-Agent Cooperative Control and Game Theory
Brain-like Computing and Bionic Autonomous Systems
Human-Machine Integrated Decision Architecture
Safety Verification and Ethical Norms of Autonomous Systems
Improvement of Autonomous Perception and Cognitive Abilities
Autonomous Decision Support System
Autonomous Coordinated and Formation Control on Multiple Platforms
Integrated Technology of Autonomous Navigation and Positioning
Autonomous System Task Planning and Execution Optimization
Safety and Robustness Evaluation of Autonomous Systems
Unmanned Aircraft and Satellite Autonomous Obstacle Avoidance Technology
Real-time Environmental Perception and Response of Autonomous Systems
Verification and Evaluation Methods for Space-Autonomous Systems
Human-Machine Collaboration Mechanism of Autonomous Systems
Autonomous Adaptation Technology for Extreme Environments
Intelligent Edge Computing and Integration with Autonomous Systems ……