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Lianbo Guo

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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
#natural language process... Preprint Aug 2026

ManGo: Manga Active Narrative Grounding Optimization

ManGo (Manga Active Narrative Grounding Optimization), an unsupervised framework for active manga visual question answering, introduces Active Narrative Sketching (ANS), which iteratively selects panels, extracts concise grounded clues, and decides when to stop, forming a compact question-directed evidence sketch before answer generation.

Hao Qiu, Jun-Yan Wang, Zheyuan Liu et al. · 0 citations

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