Awesome List of Attention Modules and Plug&Play Modules in Computer Vision
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
Self-attention、Non-local、SE、SK、CBAM、DANet
Visualizing RNNs using the attention mechanism
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
注意力机制on自然语言处理文章整理笔记
Tensorflow implementation of attention mechanism for text classification tasks.
the extension of https://github.com/philipperemy/keras-attention-mechanism , create a new scipt to add attetion to input dimensions rather than timesteps in the origin project。
Hyperspectral Image Classification
This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc in Pytorch, Tensorflow, Keras
Soft attention mechanism for video caption generation
TextRNN with BiLSTM and attention mechanism
SincNet with Attention Mechanism using PyTorch
Soft attention mechanism for video caption generation
Bidirectional GRU with attention mechanism on imdb sentimental analysis dataset
Attention mechanism for processing sequential data that considers the context for each timestamp.
Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism
Official implementation code for Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation paper
An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery.
A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
Kaggle TGS Image Segmentation Solution (ResNet based UNet Architechture with Attention Mechanism)
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
Enhanced Credit Card Fraud Detection based on Attention mechanism and LSTM deep Model
Code accompanying the paper: An Attention Mechanism for Musical Instrument Recognition. ISMIR 2019
A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.