Author

Airin Akter Tania

h-index 3 View on Semantic Scholar

We have 1 of 6 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Difficulty-Calibrated Interpolation Paths for Conditional Flow Matching

This work shows that the regression difficulty of Conditional Flow Matching varies systematically along the path, and proposes Difficulty-Calibrated Flow Matching, which derives the schedule from the model itself: a short pilot run with the linear path records the per-time loss, and the schedule is set to the quantile function of this difficulty profile.

Airin Akter Tania, Md Raihan Khan · 1 citation