"training-free acceleration" Papers

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Accelerating Diffusion Sampling via Exploiting Local Transition Coherence

shangwen zhu, Han Zhang, Zhantao Yang et al.

ICCV 2025posterarXiv:2503.09675

BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers

Hui Zhang, Tingwei Gao, Jie Shao et al.

CVPR 2025posterarXiv:2503.15927

EfficientVLA: Training-Free Acceleration and Compression for Vision-Language-Action Models

Yantai Yang, Yuhao Wang, Zichen Wen et al.

NeurIPS 2025oralarXiv:2506.10100

Grouped Speculative Decoding for Autoregressive Image Generation

Junhyuk So, Juncheol Shin, Hyunho Kook et al.

ICCV 2025posterarXiv:2508.07747

MosaicDiff: Training-free Structural Pruning for Diffusion Model Acceleration Reflecting Pretraining Dynamics

Bowei Guo, Shengkun Tang, Cong Zeng et al.

ICCV 2025posterarXiv:2510.11962

OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models

Huanpeng Chu, Wei Wu, Guanyu Feng et al.

ICCV 2025posterarXiv:2508.16212