AI Roadmap
by Taeksoo Kim

1. Better Perception & Understanding
1.1. Residual concept
1.2. Attention-based model
1.3. Reasoning
1.3.1. Graph networks
2. Generation & Creativity
2.1. Implicit generative models
2.2. Image-to-Image
2.3. Program induction
2.4. AutoEncoder
2.5. Factor disentanglement
3. Model Interpretation
3.1. Data/Feature Visualization
3.2. XAI (Explainable AI)
4. Safety & Privacy
4.1. Adversarial examples
4.2. Training from private samples
5. Etc.
5.1. various sensor
5.1.1. RGB, Depth, IR, LiDAR