AI Roadmap

AI Roadmap
Bioinformatics
Genomics
Medical image
U-Healthcare
Etc.
various sensor
RGB, Depth, IR, LiDAR
Learned Index Structures
General Topic
Overfitting
Class imbalance
Human related
Active learning
Human in the loop
Crowd sourcing
Safety & Privacy
Adversarial examples
Training from private samples
Control in RL
Imitation learning
Inverse RL
Model Interpretation
Data/Feature Visualization
XAI (Explainable AI)
Generation & Creativity
Implicit generative models
Image-to-Image
Program induction
AutoEncoder
Factor disentanglement
Better Perception &
Understanding
Residual concept
Attention-based model
Reasoning
Graph networks
Resource Management
Student-teacher
Model compression
Asynchronous algorithm
Data augmentation
Autonomous
AutoML
Meta learning
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