Latest papers collection of thoughtful work on meta-learning research
- A Simple Neural Attentive Meta-Learner
- Human-level concept learning through probabilistic program induction
- Meta-SGD: Learning to Learn Quickly for Few Shot Learning
- Meta-Learning for Semi-Supervised Few-Shot Classification
- Meta-Networks
- Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
- Learning to optimize
- Optimization as a model for few-shot learning
- Learned Optimizers that Scale and Generalize
- Learning Gradient Descent: Better Generalization and Longer Horizons