(The following topics include but are not limited to)
Track 1: Deep Learning and Foundation Models
Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN)
Transformer Architecture and Attention Mechanism
Graph Neural Network (GNN) and Geometric Deep Learning
Generative Adversarial Network (GAN) and Diffusion Model
Self-supervised, Semi-supervised and Contrastive Learning
Deep Reinforcement Learning
Transfer Learning and Meta Learning
Federated Learning and Privacy-Preserving Deep Learning
Neural Architecture Search (NAS)
Model Compression, Pruning and Knowledge Distillation
Multimodal Deep Learning
Explainable Deep Learning and Causal Inference
Deep Learning Optimization Algorithms
Large Language Models and Pre-training Techniques
Track 2: Visual Intelligence and Image Processing
Image Classification, Object Detection and Semantic Segmentation
Object Tracking and Motion Analysis
3D Reconstruction and SLAM
Pose Estimation and Human Action Recognition
Video Understanding and Behavior Analysis
Image Generation and Video Synthesis
Image Enhancement, Denoising and Super-Resolution Reconstruction
Image Compression and Coding
Medical Image Processing and Diagnosis
Remote Sensing Image Interpretation
Computational Photography and Multispectral Imaging
Visual-Language Multimodal Learning
Visual Model Explainability and Fairness
Edge Device Visual Deployment and Real-time Processing
Embodied Vision and Active Perception
Visual SLAM and Visual Positioning
Track 3: Autonomous Systems and Intelligent Decision-making
Autonomous System Architecture and Modular Design
Autonomous Navigation, Positioning and Path Planning
Multi-agent Cooperative Control and Consistency
Autonomous Decision-making and Task Planning
Reinforcement Learning-driven Autonomous Control
Robust and Adaptive Control in Uncertain Environments
Model Predictive Control in Autonomous Systems
Autonomous Driving Perception and Decision Planning
Autonomous Navigation of Drones and Autonomous Vehicles
Multi-sensor Fusion and Perception
Autonomous System Fault Diagnosis and Fault Tolerance
Human-Machine Collaboration and Safety Interaction
Formal Verification and Safety Assessment of Autonomous Systems
Embodied Intelligence and Robot Learning
Multi-Robot Collaboration and Swarm Intelligence
Applications of Autonomous Systems in Air, Land, Sea and Space
Clustered Search and Capture of Autonomous Systems
Autonomous System Simulation and Digital Twinning...