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researcher

Debepsita Mukherjee

1 paper hereh-index 00 citations1 works total

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author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • stat.ML1

identity via Semantic Scholar / OpenAlex

works on
generative modeling 1optimal mixing 1rectified flow 1ridge regularization 1self-distillation 1velocity estimation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

stat.ML2026

Optimal Self-Distillation for Rectified Flow via Linear Probing

Saptarshi Roy, Debepsita Mukherjee, Pratik Patil

The paper investigates how to improve rectified flow generative models by optimally mixing teacher-generated velocity fields with true velocities, deriving a closed‑form mixing coe…

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