AffectVerse improves multimodal emotion recognition by at least 2.57% on nine benchmarks through an Emotion World Module that performs short-horizon latent affective prediction via cross-modal temporal imagination and belief aggregation.
The free-energy principle: a unified brain theory?Nature Reviews Neuroscience, 11(2):127–138, 2010
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Empirical head-to-head comparison of biologically-grounded AI agent implementations against naive alternatives and ablated controls in three benchmarks across 10 million data points.
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AffectVerse: Emotional World Models for Multimodal Affective Computing
AffectVerse improves multimodal emotion recognition by at least 2.57% on nine benchmarks through an Emotion World Module that performs short-horizon latent affective prediction via cross-modal temporal imagination and belief aggregation.
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Do Biological Structural Guarantees Earn Their Complexity?
Empirical head-to-head comparison of biologically-grounded AI agent implementations against naive alternatives and ablated controls in three benchmarks across 10 million data points.