This paper proposes an inference-based method called Analogist that performs a wide range of visual tasks through image analogy, using a single example pair. It works by prompting a pretrained image diffusion model with carefully designed visual and textual cues during inference. Key benefits are flexibility, efficiency, and superior performance, without needing extra t...