A frozen CLIP encoder can be inverted through frequency-aware implicit neural representations to generate images, reconstruct photos, edit scenes, and transfer style, all without training a decoder.
Clipag: Towards generator-free text-to-image generation, 2023
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Implicit Inversion turns CLIP into a Decoder
A frozen CLIP encoder can be inverted through frequency-aware implicit neural representations to generate images, reconstruct photos, edit scenes, and transfer style, all without training a decoder.