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NeurIPS 2026Télécom Paris, Polytechnic InstiSaarland Informatics Campus, MaxMPI InformatikVideo generation

ReFree-S2V: Towards Realistic Co-Speech Video Generation via Reward-Free RL and Multilevel Speech Guidance

Salaheldin Youssry Abdellah Elsadek Mohamed, M. Hamza Mughal, Rishabh Dabral, Christian Theobalt

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Max Planck Institute for InformaUBC/VectorSaarlandSaarland Informatics Campus, MaxMPI InformatikUnified multimodal models

Semantic Motion Anchors: Bridging Motion and Meaning in Co-Speech Gestures

Semantic motion anchors discretize gesture motion into verbalized primitives to align text and gestures, improving retrieval and generation by capturing communicative intent over low-level kinematics.

Varsha Suresh, Mohammad Mahdi Abootorabi, Mohamed Salman, M. Hamza Mughal and 4 more

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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AI panel: 13 of 20 reviewers recommend it
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