Artificial Intelligence #plug-and-play#product-unit
PURe Module Enhances Vision Networks by Adding Multiplicative Local Interactions
Researchers propose PURe, a Product-Unit Residual Module that introduces explicit multiplicative local interactions into deep vision networks. The module serves as a drop-in replacement for native residual units, consistently improving performance on benchmarks like ImageNet and CIFAR-10 while using smaller parameter budgets.
Jun 16, 2026 1 source