Vision Transformers (ViTs) have become a universal backbone for both image recognition and image generation. Yet their Multi–Head Self–Attention (MHSA) layer still performs a quadratic query–key ...

Ghana’s development strategy hinges on a dual resource framework: finite extractive assets below ground, and renewable human and ecological assets above. Beneath-ground resources—minerals like gold, ...

This repository supports generating multi-layer transparent images (constructed with multiple RGBA image layers) based on a global text prompt and an anonymous region layout (bounding boxes without ...

This repository contains the official implementation of E2Former, an equivariant neural network interatomic potential based on efficient attention mechanisms and E(3)-equivariant operations. At its ...