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Top 178 attention open source projects

Keras/Tensorflow attention models including beit,botnet,CMT,CoaT,CoAtNet,convnext,cotnet,davit,efficientdet,efficientnet,fbnet,gmlp,halonet,lcnet,levit,mlp-mixer,mobilevit,nfnets,regnet,resmlp,resnest,resnext,resnetd,swin,tinynet,uniformer,volo,wavemlp,yolor,yolox

✭ 159

python recognition tensorflow model detection keras tf2 imagenet attention coco tf visualizing anchor-free

CoVA-Web-Object-Detection

A Context-aware Visual Attention-based training pipeline for Object Detection from a Webpage screenshot!

✭ 18

python computer-vision deep-learning pytorch information-extraction attention convolutional-neural-networks object-detection graph-convolutional-networks multimodal-learning graph-attention-networks visual-attention

interpretable-han-for-document-classification-with-keras

Keras implementation of hierarchical attention network for document classification with options to predict and present attention weights on both word and sentence level.

✭ 18

python keras attention hierarchical-attention-networks

Base-On-Relation-Method-Extract-News-DA-RNN-Model-For-Stock-Prediction--Pytorch

基於關聯式新聞提取方法之雙階段注意力機制模型用於股票預測

✭ 33

python prediction pytorch stock lstm rnn seq2seq attention fasttext ta stock-prediction darnn

NTUA-slp-nlp

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

✭ 19

Jupyter Notebook python shell Makefile automata deep-learning sentiment-analysis word2vec word-embeddings attention transfer-learning attention-mechanism nlp-machine-learning lstm-neural-networks sentiment-classification openfst glove-embeddings rnn-pytorch kaldi-asr

RNNSearch

An implementation of attention-based neural machine translation using Pytorch

✭ 43

python perl shell pytorch seq2seq attention neural-machine-translation sequence-to-sequence nmt rnnsearch

AoA-pytorch

A Pytorch implementation of Attention on Attention module (both self and guided variants), for Visual Question Answering

✭ 33

python vqa attention attention-mechanism captioning visual-question-answering

ntua-slp-semeval2018

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

✭ 79

python deep-learning sentiment-analysis lstm attention semeval attention-mechanism emotion-recognition affect-recognition irony-detection

automatic-personality-prediction

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

✭ 43

python Jupyter Notebook deep-learning text-classification keras cnn recurrent-neural-networks lstm rnn attention convolutional-neural-networks attention-mechanism cnn-keras personality dialogue-data attention-lstm

Image-Captioning

Image Captioning with Keras

✭ 60

Jupyter Notebook python keras caption attention image-captioning caption-generator flickr8k-dataset

visualization

a collection of visualization function

✭ 189

python visualization deep-learning data-visualization transformer vision attention attention-mechanism attention-map vision-transformer vision-mlp

iPerceive

lambda.pytorch

PyTorch implementation of Lambda Network and pretrained Lambda-ResNet

✭ 54

python pytorch imagenet attention pre-trained-model iclr2021 lambda-network

Relation-Extraction-Transformer

NLP: Relation extraction with position-aware self-attention transformer

✭ 63

python shell Makefile nlp natural-language-processing pytorch transformer attention relation-extraction attention-encoder-model

protein-transformer

Predicting protein structure through sequence modeling

✭ 77

Jupyter Notebook machine-learning structural-biology protein-structure computational-biology attention sequence-to-sequence

LFattNet

Attention-based View Selection Networks for Light-field Disparity Estimation

✭ 41

python benchmark computer-vision deep-learning attention disparity aaai lightfield hci-dataset

image-recognition

采用深度学习方法进行刀具识别。

✭ 19

python keras image-classification attention densenet densenet-keras

stagin

STAGIN: Spatio-Temporal Attention Graph Isomorphism Network

✭ 34

python attention neuroimaging fmri connectome explainability neurips gnn graph-neural-network stagin neurips2021

LNSwipeCell

一套友好的、方便集成的针对cell的左滑编辑功能！

✭ 16

objective c ruby attention delete swipecell customeditcell

transformer

A PyTorch Implementation of "Attention Is All You Need"

✭ 28

python nlp transformer seq2seq attention attention-is-all-you-need

gnn-lspe

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

✭ 165

python Jupyter Notebook shell graphs transformers attention representation-learning molecules message-passing lspe geometric-deep-learning graph-neural-networks graph-representation-learning gnn graph-deep-learning positional-encoding graph-transformer transformer-networks gnn-lspe

datastories-semeval2017-task6

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

gqa-node-properties

Recalling node properties from a knowledge graph

✭ 19

python shell ai graph tensorflow attention graphml

torch-multi-head-attention

Multi-head attention in PyTorch

✭ 93

python shell pytorch attention multi-head

jeelizGlanceTracker

JavaScript/WebGL lib: detect if the user is looking at the screen or not from the webcam video feed. Lightweight and robust to all lighting conditions. Great for play/pause videos if the user is looking or not, or for person detection. Link to live demo.

✭ 68

javascript lightweight webgl library real-time video deep-learning detection face attention face-detector face-detection webcam glance face-tracking watching

classifier multi label seq2seq attention

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification，seq2seq，attention，beam search

✭ 26

python text-classification tensorflow seq2seq attention albert bert multi-label multi-class-classification text-classifier beamsearch classifier-multi-label

Linear-Attention-Mechanism

Attention mechanism

✭ 27

python attention segmentation attention-mechanism

Hierarchical-Word-Sense-Disambiguation-using-WordNet-Senses

Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow

chatbot

一个基于深度学习的中文聊天机器人，这里有详细的教程与代码，每份代码都有详细的注释，作为学习是美好的选择。A Chinese chatbot based on deep learning.

✭ 94

python java Batchfile tensorflow chatbot seq2seq attention

CrabNet

Predict materials properties using only the composition information!

✭ 57

python machine-learning scikit-learn pytorch transformer neural-networks attention materials-science materials-informatics attention-mechanism materials-screening self-attention predict-materials-properties

Attentive-Neural-Process

A Pytorch Implementation of Attentive Neural Process

✭ 60

Jupyter Notebook python deep-learning pytorch attention anp neural-processes

free-lunch-saliency

Code for "Free-Lunch Saliency via Attention in Atari Agents"

✭ 15

python Dockerfile reinforcement-learning attention atari interpretability

learningspoons

nlp lecture-notes and source code

✭ 29

Jupyter Notebook python nlp tensorflow word2vec cnn transformer lstm ipynb attention cbow lecture-notes seq2seq-model attention-model colab-notebook

EBIM-NLI

Enhanced BiLSTM Inference Model for Natural Language Inference

✭ 24

Jupyter Notebook python natural-language-processing lstm rnn attention natural-language-inference attention-lstm

h-transformer-1d

Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning

✭ 121

python deep-learning artificial-intelligence transformer attention attention-mechanism

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

✭ 7,344

python paper pytorch attention squeeze excitation-networks cbam linear-layers visual-tasks

TRAR-VQA

[ICCV 2021] TRAR: Routing the Attention Spans in Transformers for Visual Question Answering -- Official Implementation

✭ 49

python visualization pytorch transformer attention official multi-modal clevr visual-question-answering vision-and-language dynamic-network multi-modality multi-modal-learning multi-scale-features vqav2 iccv2021 local-and-global

AttnSleep

[IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

✭ 76

python shell pytorch eeg attention eeg-classification sleep-staging self-attention sleep-stage-scoring sleep-stage-classification

RecycleNet

Attentional Learning of Trash Classification

✭ 23

python attention trashnet trash-classification recyclenet

Recurrent-Independent-Mechanisms

Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)

✭ 90

python deep-learning pytorch recurrent-networks attention rim generalization lstms grus

DeepMove

Codes for WWW'18 Paper-DeepMove: Predicting Human Mobility with Attentional Recurrent Network

✭ 120

python prediction www attention mobility-trajectory

DeepLearningReading

Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)

✭ 78

python lua shell nlp deep-learning keras embeddings attention nlp-machine-learning

flow1d

[ICCV 2021 Oral] High-Resolution Optical Flow from 1D Attention and Correlation

✭ 91

python shell correlation attention optical-flow high-resolution iccv2021

reasoning attention

Unofficial implementation algorithms of attention models on SNLI dataset

✭ 34

python Jupyter Notebook shell lasagne attention snli attention-model

natural-language-joint-query-search

Search photos on Unsplash based on OpenAI's CLIP model, support search with joint image+text queries and attention visualization.

✭ 143

Jupyter Notebook python computer-vision unsplash attention image-search visualizations clip image-retrieval multi-modal-search

bert attn viz

Visualize BERT's self-attention layers on text classification tasks

✭ 41

python Jupyter Notebook nlp tensorflow attention bert explainable-ai

AiR

Official Repository for ECCV 2020 paper "AiR: Attention with Reasoning Capability"

✭ 41

python attention saliency-maps attention-supervision machine-attention

keras-utility-layer-collection

Collection of custom layers and utility functions for Keras which are missing in the main framework.

✭ 63

python nlp deep-learning keras lstm layers rnn attention normalization

tensorflow-chatbot-chinese

網頁聊天機器人 | tensorflow implementation of seq2seq model with bahdanau attention and Word2Vec pretrained embedding

✭ 50

python CSS javascript HTML shell nlp deep-learning tensorflow chatbot chinese seq2seq attention

pytorch-attention-augmented-convolution

A pytorch implementation of https://arxiv.org/abs/1904.09925

✭ 20

python Cuda C++deep-learning pytorch attention convolutional-neural-networks

Im2LaTeX

An implementation of the Show, Attend and Tell paper in Tensorflow, for the OpenAI Im2LaTeX suggested problem

✭ 16

python deep-learning tensorflow attention show-attend-and-tell show-and-tell attention-mechanism

chinese ancient poetry

seq2seq attention tensorflow textrank context

✭ 30

python seq2seq attention generate-poetry

attention-ocr

A pytorch implementation of the attention based ocr

✭ 44

python Jupyter Notebook ocr pytorch attention

how attentive are gats

Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)

✭ 200

python shell graph pytorch attention networks how are graph-attention-networks graph-neural-networks gat attentive gatv2

dreyeve

[TPAMI 2018] Predicting the Driver’s Focus of Attention: the DR(eye)VE Project. A deep neural network learnt to reproduce the human driver focus of attention (FoA) in a variety of real-world driving scenarios.

✭ 88

c matlab python C++HTML Makefile computer-vision deep-learning attention convolutional-neural-networks automotive autonomous-driving autonomous-vehicles adas driver-focus

seq2seq-pytorch

Sequence to Sequence Models in PyTorch

✭ 41

python shell pytorch transformer pointer-networks attention sequence-to-sequence rnn-encoder-decoder self-attention

lstm-attention

Attention-based bidirectional LSTM for Classification Task (ICASSP)

✭ 87

python tensorflow keras lstm classification attention attention-mechanism emotion-recognition stress-detection

MGAN

Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)

✭ 44

attention domain-adaptation aspect-based-sentiment-analysis cross-domain-sentiment

121-178 of 178 attention projects

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