MapFormer: Self-Supervised Learning of Cognitive Maps with Input-Dependent Positional Embeddings

Victor Rambaud, Salvador Mascarenhas, Yair Lakretz

A cognitive map is an internal model which encodes the abstract relationships among entities in the world, giving humans and animals the flexibility to adapt to new situations, wit…