This repository compiles research on deep learning techniques for image fusion tasks. It includes implementations of various neural network architectures for combining multiple images, along with links to published papers from venues including CVPR, NeurIPS, and IEEE TPAMI. The work covers approaches like controllable fusion frameworks with language-vision prompts and masked diffusion models for unsupervised image fusion.