Live Roundups Editor's Desk Insights Executive Ops Weather About 🔍
Home › Science › Low-Pass Flow Matching
Science

Low-Pass Flow Matching

arXiv CS Tuesday 02 June 2026, 04:00 UTC By Francesco M. Ruscio, T. Konstantin Rusch 1 min read
Key Points

arXiv:2606.02177v1 Announce Type: new Abstract: Flow Matching typically relies on white noise sources, a choice often misaligned with the power spectra of natural data, which tend to decay with frequency. To address this, we introduce Low-Pass Flow Matching, a variant of Flow Matching based on an operator-modulated interpolant. This formulation induces a time-varying spectral bias that transitions from the source spectrum to a frequency-decaying bias as the path approaches the data.

arXiv:2606.02177v1 Announce Type: new Abstract: Flow Matching typically relies on white noise sources, a choice often misaligned with the power spectra of natural data, which tend to decay with frequency. To address this, we introduce Low-Pass Flow Matching, a variant of Flow Matching based on an operator-modulated interpolant. This formulation induces a time-varying spectral bias that transitions from the source spectrum to a frequency-decaying bias as the path approaches the data. We validate our method on unconditional image generation tasks, including the scientific Galaxy10 dataset. Empirically, we show that our method is particularly effective when paired with adaptive ODE solvers, where it improves or preserves sample quality while substantially reducing sampling cost compared to standard baselines.
Originally published by arXiv CS Read original →

Related Stories

Japan’s Retail Investor Army Flocks to SpaceX After IPO Drought

Bloomberg Technology 16m ago

NASA addresses criticism over all-male crew selected for Artemis III test mission

When NASA’s Artemis III mission launches next year, the crew won’t include any women — a revelation that sparked controversy after the agency on Tuesday announced the four astronauts selected for the flight. “Not a single woman flying on Artemis III is an insane choice,” Alexandra Doten, a space influencer who goes by Astro Alexandra, posted on X on Tuesday. NASA Administrator Jared Isaacman attempted to address these criticisms head-on Wednesday.

NBC News 19m ago

Jeffery Lee breathes ‘sigh of relief’ after Alabama’s nitrogen execution deemed unconstitutional

A death row prisoner whose planned execution on Thursday was suddenly halted became emotional when he learned that a federal court had ruled Alabama’s use of nitrogen gas violates the constitutional ban on cruel and unusual punishment. “It’s like an expected sigh of relief in one aspect, and then you still got to stay and maintain your focus and continue to fight,” Jeffery Lee, who has been on death row for nearly three decades, told NBC News by phone Tuesday. He spoke from the William C....

NBC News 34m ago

Nearly Everyone, Everywhere, Veers Left When Walking

Researchers are at a loss for why people across cultures and ages, regardless of their dominant hand, have a natural bias toward wandering in a counterclockwise direction.

NYT Science 43m ago