2 papers
cs.LG2025
Gradient Variance Reveals Failure Modes in Flow-Based Generative Models
Teodora Reu, Sixtine Dromigny, Michael Bronstein +1
Rectified Flows learn ODE vector fields whose trajectories are straight between source and target distributions, enabling near one-step inference. We show that this straight-path o…
physics.geo-ph2024
Seismic noise interferometry for phase transmission fibre optics
Sixtine Dromigny, Daniel Bowden, Sebastian Noe +2
Similar to Distributed Acoustic Sensing (DAS), phase transmission fibre optics allows for large bandwidth seismic data measurements using fibre-optic cables. However, while the app…