PulseAugur
实时 19:40:26

SCAIL-2框架实现端到端角色动画

研究人员开发了SCAIL-2,一个用于端到端角色动画的新框架,可以直接从驱动视频中转移运动,而无需依赖中间表示。该方法旨在通过直接处理视觉数据来减少信息损失。研究团队还创建了一个大型数据集MotionPair-60K,用于在各种动画任务上训练模型,并引入了Bias-Aware DPO来提高细节区域的准确性。 AI

影响 通过绕过中间表示,实现更直接、可能更高保真度的角色动画。

排序理由 该集群包含一篇详细介绍角色动画新框架和数据集的研究论文。

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 3 个来源。 我们如何撰写摘要 →

报道来源 [3]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    SCAIL-2: Unifying Controlled Character Animation with End-to-end In-Context Conditioning

    SCAIL-2 enables end-to-end character animation by directly transferring motion from driving videos without intermediate representations, using unified task decomposition and synthetic data generation.

  2. arXiv cs.CV TIER_1 English(EN) · Wenhao Yan, Fengjia Guo, Zhuoyi Yang, Jie Tang ·

    SCAIL-2: Unifying Controlled Character Animation with End-to-end In-Context Conditioning

    arXiv:2606.10804v1 Announce Type: new Abstract: Controlled character animation requires transferring motion from a driving sequence to a reference character. Prior works heavily rely on intermediate representations, including pose skeletons to represent motion or masked backgroun…

  3. arXiv cs.CV TIER_1 English(EN) · Jie Tang ·

    SCAIL-2: Unifying Controlled Character Animation with End-to-end In-Context Conditioning

    Controlled character animation requires transferring motion from a driving sequence to a reference character. Prior works heavily rely on intermediate representations, including pose skeletons to represent motion or masked background to represent environment, which inevitably lea…