Weak Supervision Advances
Advanced weakly supervised methods.
Noise-Labeled Learning
Noisy labels. Noise transition matrix. Bootstrapping.
Partial Labels
Partial label learning. Candidate label sets.
Incomplete Supervision
Semi-supervised. Active learning.
Key Takeaways
- Handle noisy labels
- Partial label learning
- Semi-supervised approaches