Author

Yiran Chen

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Preprint Aug 2026

TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models

Temporal-Adaptive Bit Sparsification Quantization (TASQ) achieves quality comparable to static quantization with less computation, and together with the Temporal-Precision Engine, it reduces execution cycles by 25 to 50 percent over static quantization.

Seokho Han, Dong-Wei Wang, Jinhee Kim et al. · 0 citations