Author

Bac Nguyen

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#artificial intelligence Preprint Sep 2026

Learning What to Recall: Adaptive Multi-Cue Episodic Memory for World Models

The proposed Future-Aware Recall (FAR), a framework that learns episodic recall from future-aware predictive supervision and adaptive multi-cue scoring, is established as a flexible, principled approach to episodic memory access in world models.

Beomsu Kim, Chieh-Hsin Lai, Bac Nguyen et al. · 0 citations

Preprint Jul 2026

From Atoms to Entropy: Optimal Noise Allocation for Diffusion Training in the Convex Regime

A general statistical framework for studying asymptotically optimal noise-level allocation in diffusion training and an idealized independent-learner regime, intended to model temporal specialization in neural networks are developed.

Luca Ambrogioni, Giulio Franzese, Alberto Foresti et al. · 2 citations