Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases.
Raja MarjiehSreejan KumarDeclan CampbellLiyi ZhangGianluca M. BencomoJake SnellThomas L. GriffithsPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- inductive inference
- learning agent
- language acquisition
- learning process
- efficient learning
- learning rules
- supervised learning
- inductive learning
- learning systems
- generative model
- human experts
- learning tasks
- knowledge acquisition
- collaborative learning
- learning objects
- pairwise
- training set
- reinforcement learning
- similarity measure