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 |2024.07| 🔥🔥[**Faster I2V Generation**] Faster Image2Video Generation: A Closer Look at CLIP Image Embedding’s Impact on Spatio-Temporal Cross-Attentions(@Ashkan Taghipour etc)|[[pdf]](https://arxiv.org/pdf/2407.19205) |⚠️|⭐️⭐️ |
 |2024.04| 🔥🔥[**T-GATE V1**] Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models(@Wentian Zhang etc)|[[pdf]](https://arxiv.org/pdf/2404.02747v1) | [[T-GATE]](https://github.com/HaozheLiu-ST/T-GATE) ![](https://img.shields.io/github/stars/HaozheLiu-ST/T-GATE.svg?style=social)|⭐️⭐️ |
 |2024.04| 🔥🔥[**T-GATE V2**] Faster Diffusion via Temporal Attention Decomposition(@Haozhe Liu etc)|[[pdf]](https://arxiv.org/pdf/2404.02747v2) | [[T-GATE]](https://github.com/HaozheLiu-ST/T-GATE) ![](https://img.shields.io/github/stars/HaozheLiu-ST/T-GATE.svg?style=social)|⭐️⭐️ |
-|2024.06| 🔥[**DiTFastAttn**] DiTFastAttn: Attention Compression for Diffusion Transformer Models(@Zhihang Yuan etc)|[[pdf]](https://arxiv.org/pdf/2406.08552) | [[DiTFastAttn]](https://github.com/thu-nics/DiTFastAttn) ![](https://img.shields.io/github/stars/thu-nics/DiTFastAttn.svg?style=social)|⭐️⭐️ |
+|2024.06| 🔥🔥[**DiTFastAttn**] DiTFastAttn: Attention Compression for Diffusion Transformer Models(@Zhihang Yuan etc)|[[pdf]](https://arxiv.org/pdf/2406.08552) | [[DiTFastAttn]](https://github.com/thu-nics/DiTFastAttn) ![](https://img.shields.io/github/stars/thu-nics/DiTFastAttn.svg?style=social)|⭐️⭐️ |
+|2024.06| 🔥🔥[**∆-DiT**] ∆-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers(@Fudan University)|[[pdf]](https://arxiv.org/pdf/2406.01125) | ⚠️|⭐️⭐️ |  
 |2024.09| 🔥🔥[**TokenCache**] Token Caching for Diffusion Transformer Acceleration(@Institute of Automation, Chinese Academy of Sciences)|[[pdf]](https://arxiv.org/pdf/2409.18523) | ⚠️|⭐️⭐️ |  
 |2024.11| 🔥🔥[**AdaCache**] Adaptive Caching for Faster Video Generation with Diffusion Transformers(@Meta)|[[pdf]](https://adacache-dit.github.io/clarity/adacache_meta.pdf) | [[AdaCache]](https://github.com/AdaCache-DiT/AdaCache) ![](https://img.shields.io/github/stars/AdaCache-DiT/AdaCache.svg?style=social)|⭐️⭐️ |
 |2024.11| 🔥🔥[**TeaCache**] Timestep Embedding Tells: It’s Time to Cache for Video Diffusion Model(@Alibaba)| [[pdf]](https://arxiv.org/pdf/2411.19108) | [[TeaCache]](https://github.com/LiewFeng/TeaCache) ![](https://img.shields.io/github/stars/LiewFeng/TeaCache.svg?style=social)|⭐️⭐️ |