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Smoother Flow Matching via Contrastive Trajectory Repulsion

Jiang, Ziqi et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Trajectory crossing remains a critical bottleneck in Flow Matching (FM), and previous works typically view these crossings from a theoretical optimization perspective causing velocity averaging. They attempt to address it indirectly by post-hoc distillation or endpoint coupling, without explicitly r
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