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Xiang-Yu Su

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Conference Aug 2026

Content-Consistent Start-to-End Frame Video Generation via Manifold-Guided Feature Intervention and Lightweight Adaptation

Generating coherent video between semantically distant endpoint images requires both endpoint adherence and valid intermediate structure. We present TACT, a two-stage framework for endpoint-conditioned transition video generation. Stage 1 is training-free: it fuses start and end conditions and intervenes in early tempo...

Xiang-Yu Su, Heqian Qiu, You-Han Huo et al. · 0 citations

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