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Aug 5, 2026 · Artificial Intelligence

Self‑Swap Guidance: Boost Diffusion Models by Direct Token Swaps (CVPR 2026 Oral)

Self‑Swap Guidance (SSG) introduces a lightweight, text‑free, noise‑free diffusion model guidance that swaps the most dissimilar token pairs in spatial and channel dimensions during inference, creating structural perturbations that improve image quality and robustness, outperforming existing unconditional guidance methods across multiple benchmarks.