Time-Correlated Video Bridge Matching

ArXi:2510.12453v2 Announce Type: replace Diffusion models excel in noise-to-data generation tasks, providing a mapping from a Gaussian distribution to a complex data distribution. However they struggle to model translations between complex distributions, limiting their effectiveness in data-to-data tasks. While Bridge Matching models address this by finding the translation between data distributions, their application to time-correlated data sequences remains unexplored.