doi:US20090287626 A1Timothy Seung Yoon PaekBo ThiessonYun-Cheng JuBongshin LeeChristopher A. MeekUSUS20090287626 Aug 28, 2008 Nov 19, 2009 Microsoft Corporation Multi-modal query generation
目标生成能力(Goal Generation Ability):训练一系列嵌入式扩散模型(如RGBD到RGBD和点到点的生成模型),并通过一个投影器(projector)将这些模型与3D-VLA的嵌入空间对齐,从而赋予模型生成目标图像和点云的能力。 大规模3D嵌入式指令调整数据集(3D Embodied Instruction Tuning Dataset):收集和制作了一个包含200万个3D语言...
《Retrieving Multimodal Information for Augmented Generation: A Survey》是一篇由新加坡南洋理工大学、新加...
4)少样本图像生成(few-shot image generation):少样本图像生成任务是指给定一个种类的少量图片,生成该种类的大量真实且多样的图片。在我们的DeltaGAN方法中,把同一种类两张图片之间的信息差叫做Delta, 也就是说输入图片加上Delta可以变成同一种类的另一张图片,所以我们需要把同一种类两张图片之间的信息差和随机向量绑...
现在，我们有一种特殊的技巧，叫做 "检索-增强生成"（Retrieval-Augmented Generation），简称 RAG。
MM-GAN poses short title generation as a reinforcement learning process, where the generated titles are evaluated by the discriminator in a human-like view. Extensive experiments on a large-scale E-Commerce dataset demonstrate that our algorithm outperforms other state-of-the-art methods. Moreover...
In order to step machines toward biological levels of adaptive behavior, next-generation sensors must decode more than just types of deformation. In human skin, mechanoreceptors can provide both temperature and deformation sensing. Temperature sensing past a threshold can trigger myriad processes, includ...
Then, the development of typical tasks is reviewed and discussed, including multi-modal correlation, cross-modal generation, and multi-modal collaboration. Finally, focusing on the opportunities and challenges faced by multi-modal cognitive computing, some potential directions are discussed in depth, ...
《Collaborative Diffusion for Multi-Modal Face Generation and Editing》 一句话总结论文:这篇论文提出了一种协作扩散模型,可以同时通过多个模态来控制面部生成和编辑,不需要重新训练单模态模型,并且在图像质量和条件一致性方面表现出优越性。 Abstract: 扩散模型最近成为一种强大的生成工具。尽管取得巨大进展,现有的扩散...
A generic video highlights generation scheme based on an information theoretic measure of user excitability was presented. The scheme utilizes audio excitement and low-level video features. Based on the analysis of the sports commentator’s speech, production parameters most correlated with the perceptual...