most citedEXION: Exploiting Inter- and Intra-Iteration Output Sparsity for Diffusion Models

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cs.AR2026

DiSC: Resolution-Scalable Acceleration of Diffusion Models by Exploiting Sparsity and Cached Token Reuse with Hash-based Distribution

Jieon Yoon, Hangyeol Lee, Jaehoon Heo +1

Transformer-based diffusion models offer superior scalability and performance but suffer from high computational overhead due to the iterative nature and quadratic complexity of se…

cs.AR2025★ 1 cited

EXION: Exploiting Inter- and Intra-Iteration Output Sparsity for Diffusion Models

Jaehoon Heo, Adiwena Putra, Jieon Yoon +4

Over the past few years, diffusion models have emerged as novel AI solutions, generating diverse multi-modal outputs from text prompts. Despite their capabilities, they face challe…