Improving Editability in Image Generation with Layer-wise Memory

HD Printer BLD Photoshop 2025 Pincel Image Inpainting Models Commercial Products "A forest" + "Lego man standing" + "Jeep, front view" + "A dog sitting" Mask 3 Mask 1 Ours O r d e r Figure 1. Overview. Our framework enables the interactive generation of images with enhanced control but in a simple manner, by rough mask and prompt, through iterative scene editing. We utilize the background scene generated by our framework to edit in HD Painter [32] or Blended Latent Diffusion (BLD) [3] for comparison and commercial products like Photoshop [1] and Pincel [37].