self supervised learning

Tactile-JEPA: Topology-Aware Self-Supervised Representation Learning for Distributed Tactile Sensorsarxiv.org

Tactile-JEPA is a self‑supervised pre‑training technique that leverages the irregular graph layout of distributed tactile skins to learn richer representations. Experiments show it reduces force and orientation estimation errors and improves downstream policy learning across diverse sensor types.