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Author

Junyan Wang

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Jul 2026

Straight-Path Flow Matching for Incomplete Multi-View Clustering

This work introduces a flow-matching framework with a linear interpolation path between paired view representations, that replaces diffusion with probability flows between observed and missing views, and provides a formal analysis showing that deterministic ODE flows are inherently better aligned with clustering objectives than diffusion-based stochastic trajectories.

Yiteng Yuan, Junyan Wang, Zheyuan Liu et al. · 0 citations

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