Man-Machine Interaction
Artificial Intelligence
Knowledge-augmented methods
Multi-task learning
Self-supervised learning
Contrastive learning
Generation model
Data augmentation
Word embedding
Structured prediction
Transfer learning / domain adaptation
Representation learning
Generalization
Model compression methods
Parameter-efficient finetuning
Few-shot learning
Reinforcement learning
Optimization methods
Continual learning
Adversarial training
Meta learning
Causality
Graphical models
Human-in-a-loop / Active learning
Neural Network
Deep learning algorithm and its application
Application of Convolutional Neural Network ( CNN ) in Image Processing
Recurrent neural network ( RNN ) and its application in sequence data
Autoencoder and generation model
The application of neural network in natural language processing ( NLP )
Application of Neural Network in Medical Image Analysis
Application of neural network in bioinformatics
Application of Neural Network in Intelligent Transportation System
Application of neural network in robot control
Application of Neural Network in Recommendation System
Application of neural network in anomaly detection and early warning
Federated learning and distributed neural networks
Hardware acceleration of neural networks
Application of Neural Network in Internet of Things ( IoT )
Application of neural network in edge computing
Neural Networks and Photonics
Deep Learning
Deep Learning Basic Algorithms
Deep Learning in Computer Vision
Natural Language Processing combined with Vision
Migration Learning
Domain Adaptation
Augmented Learning
Federated Learning and Privacy Preservation
Self-supervised vs. unsupervised learning
Deep Learning Model Interpretability
Edge Computing
