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Heavy-Tailed Flow Matching via Random Clocks
HTFM models heavy-tailed sources as mixtures of clock-conditioned Gaussians to improve mode coverage, sample quality, and tail recovery over Gaussian flow matching while enabling tail calibration via clock laws.
Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026
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AI panel: 13 of 20 reviewers recommend it
lenient 4/5
medium 9/10
strict 0/5