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SyncDiffusion synchronizes multiple diffusions to create coherent image montages.
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author
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2026-02-15 21:09:34
raw text
SyncDiffusion: Coherent Montage via Synchronized Joint Diffusions SyncDiffusion: Coherent Montage via Synchronized Joint Diffusions NeurIPS 2023 Yuseung Lee , Kunho Kim , Hyunjin Kim , Minhyuk Sung KAIST Paper arXiv Code Demo HuggingFace SyncDiffusion generates globally coherent panoramas by synchronizing multiple diffusions. Abstract The remarkable capabilities of pretrained image diffusion models have been utilized not only for generating fixed-size images but also for creating panoramas. However, naive stitching of multiple images often results in visible seams. Recent techniques have attempted to address this issue by performing joint diffusions in multiple windows and averaging latent features in overlapping regions. However, these approaches, which focus on seamless montage generation, often yield incoherent outputs by blending different scenes within a single image. To overcome this limi...
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