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Oct 12 · Monday

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System type

Models and APIs1coding agent0

Layer

Prompt layer6Model layer4Training and data layer1

System component

Guardrails and judges18Monitors6Reasoning chains15Fine-tuning and open weights44Vision16Audio6Video1Image generation9Multimodal31
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System type：Models and APIsSystem type：coding agentLayer：Training and data layerSystem component：VideoClear all

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  1. DefensesarXiv 2608.18607

    VA-Judger：面向联合视频-音频生成的人类偏好反馈奖励建模

    提出 VA-Judger，用人类偏好训练联合音视频奖励模型

    arXiv
    2608.18607
    Published
    Layer
    Training and data layer
    Setting
    Models and APIs
    Evaluated models
    VA-Judger, LTX-2 + VA-Judger
    AbstractVA-Judger 用易到难的人类偏好学习做联合音视频奖励，并用于 LTX-2 后训练。

    VA-Judger 是面向联合音视频生成的思维链全模态奖励模型，用来替代由分维度专家指标拼成的强化学习奖励。

    Paper analysisRead analysis
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