EditCLIP: Representation Learning for Image Editing
EditCLIP learns a unified embedding space to capture image edits by jointly encoding an input image and its edited version alongside a text instruction. It enables exemplar-based editing, allowing users to modify images using reference pairs instead of complex natural language descriptions, while providing a reliable metric for assessing edit quality.