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Kaist

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FlowLong: Training-free Long Audio-Video Generation via Manifold-constrained Tweedie Matching

FlowLong is presented, a training-free, architecture-agnostic, inference-time framework that harmonizes overlapping windows sampled in parallel via Tweedie matching, a manifold-constrained blend of predicted clean samples on overlaps, and stochastic early-phase sampling that yields arbitrarily long, phase-locked audio-...

Jangho Park, G. Park, Gihyun Kwon et al. · 0 citations
Preprint Aug 2026

Unleashing the Power of Text: Text-Guided Flow Matching for Image Fusion under Complex Degradations

TGFusion is proposed, a text-guided latent-space flow matching framework that unifies degradation suppression and cross-modal fusion and achieves superior or competitive performance in perceptual quality, image naturalness, structural-detail preservation, and infrared-saliency retention, while remaining robust across d...

Axi Niu, Jiehua Li, Kang Zhang et al. · 0 citations

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