63 Open Source Attention Model Software Projects
Free and open source attention model code projects including engines, APIs, generators, and tools.
Generative_inpainting 2686 ⭐
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
Attention Gated Networks 1448 ⭐
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
Sockeye 1044 ⭐
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
Prakashpandey9 Text Classification Pytorch 733 ⭐
Text classification using deep learning models in Pytorch
Attentiongan 451 ⭐
AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation
Attention_ocr.pytorch 318 ⭐
This repository implements the the encoder and decoder model with attention model for OCR
Attentionalpoolingaction 251 ⭐
Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"
Pytorch Batch Attention Seq2seq 263 ⭐
PyTorch implementation of batched bi-RNN encoder and attention-decoder.
Snli Entailment 182 ⭐
attention model for entailment on SNLI corpus implemented in Tensorflow and Keras
Generative Inpainting Pytorch 331 ⭐
A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
Bamnet 156 ⭐
Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"
Linear Attention Recurrent Neural Network 126 ⭐
A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
Deeptimeseries 122 ⭐
A Keras-based library for analysis of time series data using deep learning algorithms.
Image Caption Generator 160 ⭐
A neural network to generate captions for an image using CNN and RNN with BEAM Search.
Seq2seqsharp 107 ⭐
Seq2SeqSharp is a tensor based fast & flexible encoder-decoder deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, many different types of encoders/decoders(Transformer, LSTM, BiLSTM and so on), multi-GPUs supported and so on.
Pytorch Attention Guided Cyclegan 71 ⭐
Pytorch implementation of Unsupervised Attention-guided Image-to-Image Translation.
Voice_chatbot 47 ⭐
Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.
Video Person Re Id Fantastic Techniques And Where To Find Them 48 ⭐
Official Pytorch Implementation of our paper: Video Person Re-ID : Fantastic Techniques and Where to Find Them
Audio Vision 33 ⭐
Implementation and reviews of Audio & Computer vision related papers in python using keras and tensorflow.
Sae Nad 47 ⭐
The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"
Recognizing Textual Entailment 31 ⭐
A pyTorch implementation of models used for Recognizing Textual Entailment using the SNLI corpus
Pban Pytorch 34 ⭐
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.
Fake News Detection Liar Pytorch 24 ⭐
Fake News Detection by Learning Convolution Filters through Contextualized Attention
Hhh An Online Question Answering System For Medical Questions 35 ⭐
HBAM: Hierarchical Bi-directional Word Attention Model
Attention Based Siamese Text Cnn For Stance Detection 11 ⭐
Final project for NLP(DATA130006) in Fudan university.
Visual Question Answering Tensorflow 11 ⭐
Stacked attention network for answering open-ended questions about image
An Attentive Neural Model For Labeling Adverse Drug Reactions 12 ⭐
An Attentive Neural Sequence Labeling Model for Adverse Drug Reactions Mentions Extraction
Deep Learning With Neural Networks 16 ⭐
This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.
Awesome Attention Mechanism In Cv 359 ⭐
:punch: CV中常用注意力模块;即插即用模块;ViT模型. PyTorch Implementation Collection of Attention Module and Plug&Play Module
Various Attention Mechanisms 82 ⭐
This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc in Pytorch, Tensorflow, Keras
Radar Rgb Attentive Multimodal Object Detection 31 ⭐
Object Detection on Radar sensor and RGB camera images. https://ieeexplore.ieee.org/document/9191046
Attentive Statistics Pooling For Deep Speaker Embedding 23 ⭐
Implementation of the paper "Attentive Statistics Pooling for Deep Speaker Embedding" in Pytorch
Compact Global Descriptor 22 ⭐
Pytorch implementation of "Compact Global Descriptor for Neural Networks" (CGD).
Acii2019 Transformer 13 ⭐
Attention Based Multi-modal Emotion Recognition; Stanford Emotional Narratives Dataset