75 citations · 384 across the 18 of their papers we have counts for
Showing 2026Show all
3 papers · 1 filter
nucl-th2026
Scale Invariance and Compact Star Matter
Hyun Kyu Lee, Won-Gi Paeng
We present discussions on the possibility of emerging hidden scale symmetry, as a pseudo-conformal phase in super dense baryonic matter, using the velocity of sound as a criterion…
cs.LG2026
Why Geometric Continuity Emerges in Deep Neural Networks: Residual Connections and Rotational Symmetry Breaking
Kyungwon Jeong, Won-Gi Paeng, Honggyo Suh
Weight matrices in deep networks exhibit geometric continuity---principal singular vectors of adjacent layers point in similar directions. While this property has been widely obser…
cs.AI2026
An Axiomatic Approach to General Intelligence: SANC(E3) -- Self-organizing Active Network of Concepts with Energy E3
Daesuk Kwon, Won-gi Paeng
General intelligence must reorganize experience into internal structures that enable prediction and action under finite resources. Existing systems implicitly presuppose fixed prim…