MATH · IN · MODELS

Saanum et al. (2024) Custom Contrastive World Models

Research (Saanum, Schulze Buschoff, Dayan & Schulz; custom-trained from scratch, arXiv:2410.04940)

Structures found in this family (1)

By model (2)

Contrastive World Model (Cubes / 3-body physics, from scratch)
Contrastive World Model (Multi-dSprites / MOVi-simple / MOVi-A, from scratch)

Papers

Next State Prediction Gives Rise to Entangled, Yet Compositional Representations of Objects (2024)