Learning Human-Aligned Representations with Contrastive Learning and Generative Similarity

Raja Marjieh, Sreejan Kumar, Declan Campbell +4

Humans rely on effective representations to learn from few examples and abstract useful information from sensory data. Inducing such representations in machine learning models has…