most citedMPK: A Compiler and Runtime for Mega-Kernelizing Tensor Programs

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cs.LG2026

Uncertainty in a Single Pass: A Closed-Form Identity for One-Step Flow Matching

Jiarui Xing, Song Wang, Jian Wang

Flow matching provides a highly effective framework for generative modeling, yet estimating the uncertainty of its generated samples remains a fundamental challenge. Existing metho…