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Next-Latent Prediction Transformers Learn Compact World Models

Papers with Code Trending · 2025-11-08 Cached

Introduces Next-Latent Prediction (NextLat), a self-supervised objective that trains transformers to predict their next latent state, encouraging compact internal world models and improving generalization across sequence modeling tasks.

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