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The original was posted on /r/machinelearning by /u/Maleficent_Stay_7737 on 2024-10-29 02:33:13+00:00.

I am very happy to announce that our paper “SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time” got accepted for WACV2025:

Project-Page:

Code:

Our method shifts non-overlapping denoising windows over time, ensuring that seams in one timestep are corrected in the next. This results in coherent, high-resolution images with fewer overall steps. We demonstrate the effectiveness of our approach through qualitative and quantitative evaluations, comparing it with MultiDiffusion, SyncDiffusion, and StitchDiffusion. Our method offers several key benefits, including improved computational efficiency and faster inference times while producing comparable or better image quality.