Tyrant
@wearice.bsky.social
Reposted by Tyrant
Yeah in the sense of RF. Although RF wont get you to OT (Qiang Liu himself has a counterexample). But if you consider noisy flow matching (a la stochastic interpolant) then this procedure converges to EOT. Shameless plug + concurrent paper arxiv.org/abs/2303.16852 + arxiv.org/abs/2304.00917
Diffusion Schrödinger Bridge Matching
Solving transport problems, i.e. finding a map transporting one given distribution to another, has numerous applications in machine learning. Novel mass transport methods motivated by generative model...
arxiv.org
November 30, 2024 at 12:35 PM
Yeah in the sense of RF. Although RF wont get you to OT (Qiang Liu himself has a counterexample). But if you consider noisy flow matching (a la stochastic interpolant) then this procedure converges to EOT. Shameless plug + concurrent paper arxiv.org/abs/2303.16852 + arxiv.org/abs/2304.00917