attention-model

There are 12 repositories under attention-model topic.

JiahuiYu / generative_inpainting
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
attention-model deep-neural-networks deepfill generative-adversarial-network image-inpainting tensorflow
Language:Python 2793
philipperemy / keras-attention-mechanism
Attention mechanism Implementation for Keras.
attention-mechanism attention-model deep-learning keras keras-neural-networks
Language:Python 2597
ozan-oktay / Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
attention-gates attention-model convolutional-neural-networks image-classification image-segmentation
Language:Python 1532
awslabs / sockeye
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
attention-is-all-you-need attention-mechanism attention-model deep-learning deep-neural-networks encoder-decoder machine-learning machine-translation neural-machine-translation pytorch seq2seq sequence-to-sequence sequence-to-sequence-models sockeye transformer transformer-architecture transformer-network translation
Language:Python 1074
prakashpandey9 / Text-Classification-Pytorch
Text classification using deep learning models in Pytorch
pytorch text-classification sentiment-classification lstm-model attention-model self-attention rnn-model glove
Language:Python 754
berniwal / swin-transformer-pytorch
Implementation of the Swin Transformer in PyTorch.
deep-learning machine-learning pytorch artificial-intelligence transformer-pytorch transformer-architecture attention-model
Language:Python 548
lvapeab / nmt-keras
Neural Machine Translation with Keras
attention-is-all-you-need attention-mechanism attention-model attention-seq2seq deep-learning gru keras lstm-networks machine-learning machine-translation neural-machine-translation nmt sequence-to-sequence tensorflow theano transformer web-demo
Language:Python 526
lorenmt / mtan
The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
attention-model multi-task-learning pytorch
Language:Python 501
kaushalshetty / Structured-Self-Attention
A Structured Self-attentive Sentence Embedding
attention-mechanism attention-model self-attention self-attentive-rnn pytorch deep-learning python3 attention visualization classification sentence-embeddings attention-weights
Language:Python 486
Ha0Tang / AttentionGAN
AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation
image-to-image-translation cyclegan unpaired attention-model adversarial-networks pytorch image-generation computer-vision deep-learning gans ijcnn image-translation multi-domain geometry
Language:Python 485
pprp / awesome-attention-mechanism-in-cv
: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
pytorch-attention attention-model attention-mechanisms implementation vision-transformer plugandplay computer-vision
Language:Python 477
A-bone1 / Attention-ocr-Chinese-Version
Attention OCR Based On Tensorflow
attention-model text-recognition tensorflow crnn
Language:Python 431
DengPingFan / SINet
Camouflaged Object Detection, CVPR 2020 (Oral)
detection segmentation camouflage defect-detection surface-defect-detection transparent salient-object-detection attention-model transparent-object-detection
Language:Python 379
daa233 / generative-inpainting-pytorch
A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
attention-model deep-neural-networks generative-adversarial-network image-inpainting pytorch
Language:Python 359
chenjun2hao / Attention_ocr.pytorch
This repository implements the the encoder and decoder model with attention model for OCR
attention-model attentionocr ocr pytorch
Language:Python 335
AuCson / PyTorch-Batch-Attention-Seq2seq
PyTorch implementation of batched bi-RNN encoder and attention-decoder.
attention-model nlp seq2seq
Language:Python 264
rohitgirdhar / AttentionalPoolingAction
Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"
nips-2017 action-recognition tensorflow computer-vision attention-mechanism attention-model
Language:Python 252
RayanWang / Speech_emotion_recognition_BLSTM
Bidirectional LSTM network for speech emotion recognition.
emotion-recognition speech-emotion-recognition voice-segmentation attention-model lstm-sentiment-analysis
Language:Python 223
shyamupa / snli-entailment
attention model for entailment on SNLI corpus implemented in Tensorflow and Keras
tensorflow attention-model entailment
Language:Python 181
dabasajay / Image-Caption-Generator
A neural network to generate captions for an image using CNN and RNN with BEAM Search.
attention attention-mechanism attention-model beam-search bleu bleu-score caption-generation captioning-images cnn-keras convolutional-neural-networks deep-learning flickr-8k flickr-dataset image-caption image-captioning inception-v3 inceptionv3 lstm recurrent-neural-networks vgg16
Language:Python 174
dgai91 / pytorch-acnn-model
code of Relation Classification via Multi-Level Attention CNNs
relation-extraction nlp pytorch acnn relation-classification attention-model
Language:Python 172
hugochan / BAMnet
Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"
kbqa deep-learning memory-networks attention-model pytorch
Language:Python 163
tsenghungchen / SA-tensorflow
Soft attention mechanism for video caption generation
attention-model tensorflow
Language:Python 155
guillaume-chevalier / Linear-Attention-Recurrent-Neural-Network
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)
attention-is-all-you-need attention-mechanism attention-model lstm pytorch recurrent-neural-networks rnn
Language:Jupyter Notebook 132
pipidog / DeepTimeSeries
A Keras-based library for analysis of time series data using deep learning algorithms.
keras time-series sequence-to-sequence attention-model tensorflow deep-learning
Language:Python 121
zhongkaifu / Seq2SeqSharp
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.
seq2seq encoder-decoder neural-network deep-learning lstm attention-model cuda gpu tensor machine-translation transformer-encoder transformer sequence-to-sequence transformer-architecture translation
Language:C# 115
LuZhenHuan / ECG-Classification-Demo
ECG Classification
attention-model deep-learning ecg ecg-classification machine-learning pytorch rnn
Language:Python 95
njchoma / transformer_image_caption
Image Captioning based on Bottom-Up and Top-Down Attention model
attention-model image-captioning pytorch deep-learning microsoft-coco
Language:Jupyter Notebook 95
monk1337 / Various-Attention-mechanisms
This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention etc in Pytorch, Tensorflow, Keras
attention-mechanism attention keras pytorch attention-model attention-mechanisms attention-lstm
Language:Python 87
alokwhitewolf / Pytorch-Attention-Guided-CycleGAN
Pytorch implementation of Unsupervised Attention-guided Image-to-Image Translation.
deep-learning deep-neural-networks machine-learning pytorch pytorch-implmention pytorch-implementation attention-mechanism attention-model
Language:Python 75
wenguanwang / deepattention
Deep Visual Attention Prediction (TIP18)
attention-mechanism attention-model saliency-prediction fixation saliency-detection
Language:MATLAB 69
allenjack / GATE
The implementation of "Gated Attentive-Autoencoder for Content-Aware Recommendation"
recommender-systems autoencoder attention-model content-aware
Language:Python 63
allenjack / SAE-NAD
The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"
attention-model attentive-autoencoders autoencoder point-of-interest recommender-system
Language:Python 51
hajix / G2P
Grapheme To Phoneme
attention-model g2p pytorch
Language:Python 50
Desklop / Voice_ChatBot
Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.
attention-model bot chatbot flask gensim keras lstm natural-language-processing nlp pocketsphinx restful-api rhvoice russian seq2seq speech-recognition speech-synthesis tensorflow text-processing word2vec
Language:Python 49
ppriyank / Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them
Official Pytorch Implementation of our paper: Video Person Re-ID : Fantastic Techniques and Where to Find Them
attention-model bag-of-tricks mars-dataset person-re personreid prid-dataset video-person
Language:Python 49

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