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cs.CV2025
Exploring the Hierarchical Reasoning Model for Small Natural-Image Classification Without Augmentation
Alexander V. Mantzaris
This paper asks whether the Hierarchical Reasoning Model (HRM) with the two Transformer-style modules , one step (DEQ-style) training, deep supervision, Rotary Position…
q-bio.PE2025
Hierarchy Entropy Degeneration Explains the Rat Utopia Population Collapse: The Role of Full Visibility and Isolation
Alexander V. Mantzaris
Calhoun's Rat Utopia experiments demonstrated a puzzling population trajectory: initial growth, plateau, and eventually a total collapse of the rat population despite abundant reso…