Tag:ot

All the articles with the tag "ot".

• Neural Unbalanced Optimal Transport for Modeling Single-Cell Dynamics

  Harvard & ETH, December 2022

  Spotlight Presentation at NeurIPS Workshop 'Learning Meaningful Representations of Life'

  Tracking the development of cells over time is a major challenge in biology, as measuring cells usually requires their destruction. Optimal transport (OT) can help solve this challenge by learning an optimal coupling of samples taken at different points in time. In this work, we propose a novel framework for unbalanced OT.