GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
代码:https://github.com/salesforce/A Albef模型主要由三部分组成:image encoder、text encoder&multimodal encoder、momentum model。它的预训练目标主要包括对比损失、掩码语言重建任务和图像文本匹配任务的损失函数。 ALBEF的输入跟大部分的双流网络相同,即各自encoder接收的视觉特征或文本特征。输出有两部分,一部分是...
项目地址:https://github.com/zhangy0822/USER(没发) 解析文章标题: USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text Retrieval 基于动量对比的统一语义增强手段解决图像-文本检索问题 基于动量对比:动量对比学习是一个训练范式,整篇文章都在该框架。解决问题2 统一的语义增强:文本、图像的语...
Moreover, CGMM is much more efficient than state-of-the-art methods using interactive matching. The code is available at https://github.com/cyh-sj/CGMN. 展开 关键词: Image-text retrieval relation reasoning graph matching cross-modal matching 年份: 2022 ...
//x-decoder-vl.github.io. 1. Introduction Visual understanding at different levels of granularity has been a longstanding problem in the vision community. The tasks span from image-level tasks (e.g., image classification [15], image-text retrieval, image captioning [8], and visual question ...
This trend has prompted proposals related to new tasks, such as visual question answering (VQA) [4,5], cross-modal image–text retrieval [6,7], image captioning [8,9], referring image segmentation [10,11], and text-to-image synthesis [12,13]. With the emergence of generative models ...
Get the app from the Microsoft Store or get the source code on GitHub. Remarks Image file formats An Image can display these image file formats: Joint Photographic Experts Group (JPEG) Portable Network Graphics (PNG) bitmap (BMP) Graphics Interchange Format (GIF) Tagged Image File Format (...
Get the app from the Microsoft Store or get the source code on GitHub. Remarks Image file formats An Image can display these image file formats: Joint Photographic Experts Group (JPEG) Portable Network Graphics (PNG) bitmap (BMP) Graphics Interchange Format (GIF) Tagged Image File Format (...
To address these issues, we develop a novel modality interaction modeling network based upon the routing mechanism, which is the first unified and dynamic multimodal interaction framework towards image-text retrieval. In particular, we first design four types of cells as basic units to explore ...