发现CLIP模型嵌入空间存在164个噪声维度，协方差特征谱揭示视觉语言模型的结构异常
arXiv:2605.14893v1 Announce Type: cross Abstract: Contrastively pre-trained Vision-Language Models (VLMs) serve as powerful feature extractors. Yet, t…
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Res²CLIP通过残差对齐解决少样本异常检测中CLIP的跨粒度不匹配，实现无需重训练的新类别泛化。
arXiv:2605.16171v1 Announce Type: new Abstract: Few-shot Generalist Anomaly Detection requires models to generalize to novel categories without retrai…
提出检索与排序增强多模态大模型，精准攻克CLIP细粒度视觉识别短板
arXiv:2403.13805v2 Announce Type: replace-cross Abstract: CLIP (Contrastive Language-Image Pre-training) uses contrastive learning from noise image-te…