Programmatic Language Features is a set of smart-editing features powered by the vscode.languages.* API. There are two common ways to provide a dynamic language feature in Visual Studio Code. Let's take Hover as an example:vscode.languages.registerHoverProvider('javascript', { provideHover(...
publicrefclassLanguagePreferences:IDisposable, Microsoft::VisualStudio::TextManager::Interop::IVsTextManagerEvents2 Inheritance Object LanguagePreferences Remarks The base class manages preferences specific to your language service as well as general preferences the user can affect from theTools->Options->Te...
local tokenizer使用原始的LLM vocabulary global tokenizer使用原始LLM vocabulary加上Bigram Trigram拓展的版本,同时使用imagenet作为calibration set,计算每张图和lexical item的集合的clip-score,取top5保留,最后汇总每张图的结果,得到最终的global codebook 损失函数包括三项,矢量量化的loss,感知loss和重建loss。followingVQ-...
Pixel-BERT: Aligning image pixels with text by deep multi-modal transformers(2020)提出的Pixel-BERT基于OD的visual encoder方法往往需要使用一个提前训练好的目标检测模型识别图像中的region作为模型输入,这种方法在图文模型中的问题是,预训练的OD模型和下游的图文任务存在一定的gap,OD并不是针对图文模型训练的,最终...
Vincent等(2008),Extracting and composing robust features with denoising autoencoders. In Proceedings of the 25th international conference on Machine learning Warstadt等(2018),Corpus of linguistic acceptability Zhu等(2015),Aligning books and movies: Towards story-like visual explanations by watching movi...
VisualStudio::TextManager::Interop::IVsFormatFilterProvider, Microsoft::VisualStudio::TextManager::Interop::IVsLanguageContextProvider, Microsoft::VisualStudio::TextManager::Interop::IVsLanguageDebugInfo, Microsoft::VisualStudio::TextManager::Interop::IVsLanguageInfo, Microsoft::VisualStudio::TextManager::...
(iMAge-Guided text generatIon with CLIP), for plugging in visual controls in the generation process and enabling LMs to perform multimodal tasks (e.g., image captioning) in a zero-shot manner. MAGIC is a simple yet efficient plug-and-play framework, which directly combines an off-the-shelf...
Our approach incorporates a large visual-language model that continuously generates descriptions to maintain relevance and accuracy, as well as an update determination module to assess whether the current text's quality requires refreshing. Additionally, we introduce a text fusion method to combine ...
Visual text evokes an image in a person's mind, while non-visual text fails to do so. A method to automatically detect visualness in text will enable text-to-image retrieval and generation models to augment text with relevant images. This is particularly challenging with long-form text as ...
Intellisense: for the contents of IntelliSense. Inherits from "text". Sighelp: signature help. Inherits from "intellisense". Sighelp-doc: signature help documentation. Inherits from "intellisense". These are some of the content types that are defined by Visual Studio and some of the languag...