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Andreas Brendel

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Preprint Sep 2026

Discriminative Flow Matching: Beyond Time-Conditioning in Generative Restoration via Flow-State Representations

This work proposes Discriminative Flow Matching, which conditions the Flow-Matching velocity field on Discriminative Flow-State Representations rather than explicit time coordinates, and suggests that discriminative representations provide an effective state-aware alternative to explicit time conditioning.

Shrishti Saha Shetu, Emanuël A. P. Habets, Andreas Brendel · 0 citations

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