Encoder-Decoder Framework 作者针对Node Embedding,提出了一个统一的Encoder-Decoder编程框架来设计和实现Graph Embedding算法,上述所述目前主流的Graph Embedding算法都可以使用该框架来重新组织代码结构。 Encoder:目标是将每个Node映射编码成低维的向量表示,或embedding。 Decoder:目标是利用Encoder输出的Embedding,来解码关于...
Encoder-Decoder Framework 作者针对Node Embedding,提出了一个统一的Encoder-Decoder编程框架来设计和实现Graph Embedding算法,上述所述目前主流的Graph Embedding算法都可以使用该框架来重新组织代码结构。 Encoder:目标是将每个Node映射编码成低维的向量表示,或embedding。 Decoder:目标是利用Encoder输出的Embedding,来解码关于...
Encoder-decoder frameworkSpatio-temporal data miningTraffic-flow predictionAccurate human traffic prediction, as a vital component of an intelligent transportation system (ITS), can not only reduce traffic congestion and resource consumption, but also provide a foundation for other tasks, such as risk ...
such as in end-to-end neural machine translation models and speech recognition models. Motivated by the success of T5 (Text-To-Text Transfer Transformer) in pre-trained natural language processing models, the researchers proposed a unified-modal SpeechT...
每个entity memory是一个embedding table, αi 计算对每个外部entity的注意力, hsent是 将外部entity信息集成进模型的hidden state中 2.Pre-Training Objective LM objective: (1)随机mask补全 (2)随机mask实体并补全 实体链接 objective: 用维基百科中出现的实体超链接作为golden label 同时使用别名表来匹配发布...
MobileCount: An Efficient Encoder-Decoder Framework for Real-Time Crowd CountingCrowd countingLight-weight neural networksFully convolutional networksIn this work, we propose a computation-efficient encoder-decoder architecture, named MobileCount, which is specifically designed for high-accuracy real-time ...
该研究团队近年来一直致力于语音解码的研究,与Facebook等在这一领域有密切合作,相信不久还会有新的成果,值得期待。 原文:Machine translation of cortical activity to text with an encoder–decoder framework
The framework consists of a RWKV-based visual encoder, a RWKV-based linguistic encoder, and a RWKV-based visual-linguistic decoder, complemented by a learnable [REG] token designed for box regression. Comprehensive evaluations on benchmark datasets, including ReferItGame and the RefCOCO series, ...
Paper tables with annotated results for Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text Recognition
Machine translation of cortical activity to text with an encoder–decoder framework. Nat Neurosci 23, 575–582 (2020). https://doi.org/10.1038/s41593-020-0608-8 Download citation Received23 August 2019 Accepted10 February 2020 Published30 March 2020 Issue DateApril 2020 DOIhttps://doi.org/...