works on
causal graph modeling 1cognitive map learning 1differentiable programming 1spatial representation 1vector quantized autoencoder 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Differentiable Clone-Structured Causal Graphs for End-to-End Cognitive Map Learning from Image Sequences

Arash Nikzad, Sasan Sarbishegi, Ali Dasmeh +8

The paper presents gradCSCG, a fully differentiable version of the Clone-Structured Causal Graph model, integrated with a vector-quantized VAE to enable end‑to‑end learning of cogn…