2 papers
cs.CV2026
Text-to-Image Models Need Less from Text Encoders Than You Think
Nurit Spingarn, Noa Cohen, Tamar Rott Shaham +1
Text-to-image models rely on text prompts as their primary interface to human intent. Prompts are encoded by a text encoder into embeddings that condition the image generation proc…
cs.CV2024
Imitating the Functionality of Image-to-Image Models Using a Single Example
Nurit Spingarn-Eliezer, Tomer Michaeli
We study the possibility of imitating the functionality of an image-to-image translation model by observing input-output pairs. We focus on cases where training the model from scra…