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2026 1

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OSOR: One-Step Diffusion Inpainting for Effect-Aware Object Removal

cs.CV · 2026-06-26 · unverdicted · novelty 6.0

OSOR is a one-step diffusion inpainting method using an occupancy-guided discriminator, alpha head, and semantic-anchored verification pipeline to achieve effect-aware object removal, outperforming multi-step baselines in quality at 4-30x speed.

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  • OSOR: One-Step Diffusion Inpainting for Effect-Aware Object Removal cs.CV · 2026-06-26 · unverdicted · none · ref 46

    OSOR is a one-step diffusion inpainting method using an occupancy-guided discriminator, alpha head, and semantic-anchored verification pipeline to achieve effect-aware object removal, outperforming multi-step baselines in quality at 4-30x speed.