SPATIAL AND TEMPORAL SEQUENCE-TO-SEQUENCE MODELING FOR HANDWRITING RECOGNITIONAn example process for recognizing handwritten input includes obtaining input data representing handwritten input, where the handwritten input is associated with a first dimension and a second dimension relative to the handwritten ...
1. Language Modeling Loss:语言模型损失主要用于衡量模型生成一个文本序列的概率。通常，LM任务预测给定上...
其通过具有instruction简单的seq-to-seq学习框架统一了任务,包括理解和生成,例如:image generation、visual grounding、visual question answering、image captioning、image classification、language modeling。 实验结果显示OFA在多模态基准上实现了新的SOTA,包括:image captioning、text-to-image generation、VQA、SNLI-VE等;...
Toward an End-to-End Framework for Modeling, Monitoring and Anomaly Detection for Scientific Workflows Modern science is often conducted on large scale, distributed, heterogeneous and high-performance computing infrastructures. Increasingly, the scale and co... A Mandal,P Ruth,I Baldin,... - IEEE...
《Residual Flows for Invertible Generative Modeling》(CoRR 2019) GitHub: O网页链接《VisualBERT: A Simple and Performant Baseline for Vision and Language》GitHub:O网页链接《SCARLET-NAS: Bridging the gap Between Scalability and Fairness in Neural Architecture Search》GitHub:O网页链接...
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Modeling text in a numerical representation is a prime task for any Natural Language Processing downstream task such as text classification. This paper att... S Modha,P Majumder,T Mandl - 《Journal of Experimental & Theoretical Artificial Intelligence》 被引量: 0发表: 2022年 ...
Forward Attention in Sequence- To-Sequence Acoustic Modeling for Speech Synthesis This paper proposes a forward attention method for the sequence-to-sequence acoustic modeling of speech synthesis. This method is motivated by the nature o... JX Zhang,ZH Ling,LR Dai - IEEE 被引量: 0发表: 2018...
文本建模Text Modeling中的扩散模型Text-to-Image: Imagen, DALL-E通常是两阶段依赖于预训练模型的,需要从两个来源的嵌入向量之间对齐。GLIDE(Nichol et al. 2022)探索classifier-free指导(Ho & Salimans, 2022)的扩散模型,通过在训练时设置guidance scale。这些模型的目标空间不是离散文本,而是像素值的稳定向量。还...
--Transformation TPS --FeatureExtraction ResNet --SequenceModeling BiLSTM --Prediction Attnto define architecture. --saved_modelto provide a path to a pre-trained model. In case oftrain.pyit will be used as a starting point in fine-tuning and in the case oftest.pyit will be used for pre...