From the 1 of 7 linked papers with an AI index.
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
Grow-Prune-Freeze Networks: Adaptive & Continual Learning Technique for Olfactory Navigation
Kordel K. France, Ovidiu Daescu
The paper proposes Grow‑Prune‑Freeze (GPF) networks, an adaptive continual‑learning framework that dynamically grows, prunes, and freezes early policy layers to enable robots to na…
cs.LG2026
BiScale-GTR: Fragment-Aware Graph Transformers for Multi-Scale Molecular Representation Learning
Yi Yang, Ovidiu Daescu
Fragment-level representations provide a natural way to capture recurring molecular substructures and reuse their learned representations across molecules. However, a shared fragme…