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|2025.04| 🔥🔥[**Increment-Calibrated Cache**] Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition(@PKU)|[[pdf]](https://arxiv.org/pdf/2505.05829)|[[icc]](https://github.com/ccccczzy/icc)|⭐️⭐️ |
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|2025.05| 🔥🔥[**FastCache**] FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation(@yale)|[[pdf]](https://arxiv.org/pdf/2505.20353)|[[FastCache-xDiT]](https://github.com/NoakLiu/FastCache-xDiT)|⭐️⭐️ |
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|2025.06| 🔥🔥[**DBCache**] DBCache: A Training-free UNet-style Cache Acceleration for Diffusion Transformers(@vipshop) |[[docs]](https://github.com/vipshop/DBCache)|[[DBCache]](https://github.com/vipshop/DBCache)|⭐️⭐️ |
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