Abstract Point cloud registration is a multifaceted problem that involves a series of procedures. Many deep learning methods employ complex structured networks to achieve robust registration performance. However. these intricate structures can amplify the challenges of network learning and impede gradient propagation. https://macorners.shop/product-category/easter-ornament/