XD-Violence
PulseAugur coverage of XD-Violence — every cluster mentioning XD-Violence across labs, papers, and developer communities, ranked by signal.
2 天有情绪数据
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新框架使用冻结的VLM进行无训练视频异常检测
研究人员开发了CoReVAD，一个用于在视频中检测异常的新框架，无需进行特定任务的训练。该方法利用单个冻结的视觉语言模型（VLM）来生成异常分数和描述性解释。为了完善这些输出，CoReVAD整合了一个用于视觉-文本对齐的局部响应清理模块，以及一个用于时间上下文的基于softmax的带有高斯平滑的精炼模块。
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New architecture boosts audio language models' attention to salient sounds
Researchers have developed NAACA, a novel architecture designed to improve how audio language models process long audio recordings. NAACA uses a training-free approach with an Oscillatory Working Memory (OWM) to filter …
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LLMs enhance video anomaly detection with reasoning and spatial grounding
Researchers have developed VANGUARD, a novel framework that integrates video anomaly detection with multimodal large language models. This system not only identifies anomalies but also provides interpretable chain-of-th…