AI Frontier Lectures

May 15, 2025 · Artificial Intelligence

OverLoCK: How a Bio‑Inspired Three‑Stage ConvNet Beats Transformers on Vision Tasks

OverLoCK introduces a bio‑inspired depth‑stage decomposition that splits a network into Base‑Net, Overview‑Net and Focus‑Net, and a novel Context‑Mix dynamic convolution, achieving state‑of‑the‑art accuracy on image classification, detection and segmentation while balancing speed and model size.