Archives for Attention Neural networks
Adding Attention layer in any LSTM or Bi-LSTM can improve the performance of the model and also helps in making prediction in a accurate sequence. very helpful in NLP modeling with big data
The post Hands-On Guide to Bi-LSTM With Attention appeared first on Analytics India Magazine.
SDNet is a contextualized attention based deep neural network that achieved State of the Art results in the challenging task of Conversational Question Answering. It makes use of inter attention and self-attention along with Recurrent BIdirectional LSTM layers.
The post Complete Guide to SDNet: Contextualized Attention-based Deep Network for Conversational Question-Answering appeared first on Analytics India Magazine.
Self-Attention Computer Vision is a PyTorch based library providing a one-stop solution for all of the self-attention based requirements
The post PyTorch Code for Self-Attention Computer Vision appeared first on Analytics India Magazine.
Self-Attention Computer Vision is a PyTorch based library providing a one-stop solution for all of the self-attention based requirements
The post PyTorch Code for Self-Attention Computer Vision appeared first on Analytics India Magazine.
Recently, Microsoft Research and the University of Montreal introduced a new mathematical framework that uses measure theory and integral operators to model attention architectures in neural networks. According to the researchers, the framework is proposed to quantify the regularity; in other words, the amount of smoothness of the attention operation. The attention mechanism is the…
The post Microsoft Introduces Mathematical Framework To Tune Up Attention Architectures appeared first on Analytics India Magazine.
Recently, Microsoft Research and the University of Montreal introduced a new mathematical framework that uses measure theory and integral operators to model attention architectures in neural networks. According to the researchers, the framework is proposed to quantify the regularity; in other words, the amount of smoothness of the attention operation. The attention mechanism is the…
The post Microsoft Introduces Mathematical Framework To Tune Up Attention Architectures appeared first on Analytics India Magazine.