Contribute to salesforce/ULIP development by creating an account on GitHub. [06/17/2024] "ULIP-2: Towards Scalable Multimodal Pre-training For 3D Understanding the cvpr2024 version (latest) of the ensembled pre-trained model with 10k xyzrgb points is uploaded here" [02/26/2024] "ULIP-2: Towards Scalable Multimodal Pre-training For 3D Understanding is accepted to …

简要概述 Salesforce AI近期与 斯坦福大学 和 得克萨斯大学奥斯汀分校 合作，发布了ULIP（ CVPR2023 ）和ULIP-2项目，这些项目正在引领3D理解的新篇章。 他们采用了独特的方法，使用 3D点云 、图像和文本进行模型的预训练，将它们对齐到一个统一的特征空间。 这种方法在3D分类任务中取得了最先进的结果 ...

2022年12月10日 · The recognition capabilities of current state-of-the-art 3D models are limited by datasets with a small number of annotated data and a pre-defined set of categories. In its 2D counterpart, recent advances have shown that similar problems can be significantly alleviated by employing knowledge from other modalities, such as language. Inspired by this, leveraging …

2023年8月18日 · ULIP利用了预先训练的视觉语言模型，该模型已经通过大量图像-文本对训练学习了共同的视觉和文本空间，通过该框架在 ShapeNet55 上简单地对多个最近的 3D 主干进行预训练，ULIP 有效地提高了它们的性能，在 ModelNet40 和 ScanObjectNN 上实现了标准 3D 分类和零样本 3D 分类的最新性能。

2024年6月20日 · ULIP: Learning a Unified Representation of Language,Images,and Point Clouds for 3D Understanding（2022.12） 任务： 3D Classification、zero-shot 3D Classification、2D-to-3D retrieval 模型预训练可以潜在地减少下游任务微调期间对标记数据的需求

2023年8月11日 · A unit linked insurance plan is a product that offers a combination of insurance and investment payout. ULIP policyholders must make regular premium payments, which cover both the insurance ...

2024年12月30日 · What Is A ULIP And How Does It Work? A ULIP is a mix of an investment instrument as well as life insurance policy. It is a policy or a plan which provides the benefits of both wealth creation and ...

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Conclusion. ULIP is a plan that gives us the benefits of both insurance coverage and investment. While in other insurance plans the returns are fixed or low, in ULIP plans the returns are generated by investing in market linked equity, debt and balance funds etc., hence it …