Islam, Md. AshrafulDepartment of Computer Science and Engineering, University of Dhaka, Dhaka, BangladeshTowhiduzzaman, Md.Department of Computer Science and Engineering, East West University, Dhaka, BangladeshB
CNN叠加Attention方式如下: 在卷积操作前做Attention:比如Attention-Based BCNN-1,对两段输入的序列向量进行Attention,计算出特征向量,再拼接到原始向量中,作为卷积层的输入。 在卷积操作后做Attention:比如Attention-Based BCNN-2,对两段文本的卷积层的输出做Attention,作为池化层的输入。 在池化层做Attention:比如Atten...
而使用的策略也从早期主要基于规则发展为如今深度学习的方法,机器翻译问题是在NLP中是一个环境相对简单存粹的问题,因此在自然语言发展史上每一次技术的突破都伴随有机器翻译质量的提高机器翻译主要的方法包括以下几种:统计机器翻译(Statistical Machine Translation, SMT),基于规则的机器翻译(Rule-Based Machine Translation...
1.主要工作是将机械设备的传感器数据,LSTM-encoder-decoder模型输入正常数据时间序列训练模型,重构时间序列,然后使用异常数据进行测试,产生较高的重构错误,表明时间序列数据为异常的。 ps:在encoder-decoder模型中有score机制,较高的异常分数是更可能为异常的。
基于此,结合弱约束非合作目标的运动特点及轨迹特征,提出了基于LSTM的Encoder-Decoder多步轨迹预测技术(Multi-StepTrajectoryPredictionBasedEncoder-Decode,EDMTP),从而实现了端到端的轨迹预测。 1问题描述 轨迹预测问题认为是通过分析移动目标的历史轨迹,挖掘隐藏的运动规律和运动模式并预测未来的轨迹信息[12]。形式上,可...
(3) B) Attention-based Encoder-Decoder The attention-based encoder-decoder (AED) model is another type of E2E ASR model [4, 6, 7, 32, 33]. As shown in Figure 1b, AED has an encoder network, an attention module, and a decoder network. The AED model calculates the probability as P...
This paper provides multiple attention and encoder–decoder-based gas meter recognition networks (MAEDR) for this problem. First, from the acquired dial photos, the dial images with extreme conditions such as overexposure, artifacts, blurring, incomplete display of characters, and occlusion are chosen...
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch machine-learning deep-neural-networks translation deep-learning machine-translation pytorch transformer seq2seq neural-machine-translation sequence-to-sequence attention-mechanism encoder-decoder attention-model sequence-...
基于Ｅｎｃｏｄｅｒ－ＤｅｃｏｄｅｒＬＳＴＭ的电梯制动滑移量 预测方法研究 苏万斌１ꎬ江叶峰１ꎬ徐彪２ꎬ易灿灿２ (１.嘉兴市特种设备检验检测院ꎬ浙江嘉兴３１４０００ꎻ２.武汉科技大学ꎬ湖北武汉４３００８１)摘㊀要:电梯曳引系统的可靠性是电梯安全性能评估中的重要部分ꎬ紧急制动滑移量是其重要反映...
binary data packetization encoder / decoder based on COBS / SLIP encodingNOTE (>= v0.8.0) : DEPENDENT LIBRARIES REMOVED If you have already installed this library, please follow:Cloned from GitHub (manually): Please install dependent libraries manually Installed from library manager: re-install ...