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Adaptive Latent Capacity for World Models

ALeWM learns adaptive-width JEPA world models via MixSIGReg and prefix sampling, concentrating predictive information in early latent coordinates to improve planning with lower capacity.

Idan Achituve, Lior Dikstein, Idit Diamant, Arnon Netzer and 1 more

Published Sep 26, 2026 · 0 citations · ▲ 6 on Hugging Face

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