2 papers
cs.NE2026
Neural Particle Automata: Learning Self-Organizing Particle Dynamics
Hyunsoo Kim, Ehsan Pajouheshgar, Sabine Süsstrunk +2
We introduce Neural Particle Automata (NPA), a Lagrangian generalization of Neural Cellular Automata (NCA) from static lattices to dynamic particle systems. Unlike classical Euleri…
cs.CV2025
Cascaded Diffusion Framework for Probabilistic Coarse-to-Fine Hand Pose Estimation
Taeyun Woo, Jinah Park, Tae-Kyun Kim
Deterministic models for 3D hand pose reconstruction, whether single-staged or cascaded, struggle with pose ambiguities caused by self-occlusions and complex hand articulations. Ex…