Paper "inference acceleration" Papers

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AdaDiff: Adaptive Step Selection for Fast Diffusion Models

Hui Zhang, Zuxuan Wu, Zhen Xing et al.

AAAI 2025paperarXiv:2311.14768
20
citations

BlockFFN: Towards End-Side Acceleration-Friendly Mixture-of-Experts with Chunk-Level Activation Sparsity

Chenyang Song, Weilin Zhao, Xu Han et al.

COLM 2025paperarXiv:2507.08771
1
citations

LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers

Xuan Shen, Zhao Song, Yufa Zhou et al.

AAAI 2025paperarXiv:2412.12444
38
citations

Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders

Bumsoo Kim, Jinhyung Kim, Yeonsik Jo et al.

AAAI 2024paperarXiv:2312.12659
5
citations

Fluctuation-Based Adaptive Structured Pruning for Large Language Models

Yongqi An, Xu Zhao, Tao Yu et al.

AAAI 2024paperarXiv:2312.11983
106
citations