brightmart / text_classification

Speech synthesis, voice conversion, self-supervised learning, music generation,Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling

roadmap cnn dnn tts rnn seq2seq automatic-speech-recognition papers language-model attention-mechanism speaker-verification timit-dataset acoustic-model

Updated Oct 23, 2020

PetarV- / GAT

Star

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

python tensorflow neural-networks attention-mechanism graph-attention-networks self-attention

Updated Apr 12, 2020
Python

sgrvinod / a-PyTorch-Tutorial-to-Image-Captioning

Star

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

computer-vision pytorch image-captioning show-attend-and-tell attention-mechanism encoder-decoder pytorch-tutorial mscoco

Updated Aug 3, 2020
Python

Diego999 / pyGAT

Star

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

python pytorch neural-networks attention-mechanism graph-attention-networks self-attention

Updated Sep 27, 2020
Python

lucidrains / reformer-pytorch

Star

Reformer, the efficient Transformer, in Pytorch

machine-learning transformers pytorch artificial-intelligence attention-mechanism

Updated Oct 29, 2020
Python

lucidrains / lambda-networks

Star

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

computer-vision deep-learning artificial-intelligence attention attention-mechanism

Updated Oct 26, 2020
Python

richliao / textClassifier

Star

Text classifier for Hierarchical Attention Networks for Document Classification

text-classification recurrent-neural-networks convolutional-neural-networks attention-mechanism hierarchical-attention-networks

Updated Sep 12, 2019
Python

awslabs / sockeye

Star

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

machine-learning deep-neural-networks translation deep-learning mxnet machine-translation transformer seq2seq neural-machine-translation sequence-to-sequence gluon attention-mechanism encoder-decoder attention-model sequence-to-sequence-models attention-alignment-visualization attention-is-all-you-need sockeye transformer-architecture transformer-network

Updated Nov 2, 2020
Python

lucidrains / vit-pytorch

Star

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

computer-vision transformers artificial-intelligence image-classification attention-mechanism

Updated Oct 29, 2020
Python

yunjey / show-attend-and-tell

Star

TensorFlow Implementation of "Show, Attend and Tell"

tensorflow image-captioning show-attend-and-tell attention-mechanism mscoco-image-dataset

Updated Jul 28, 2018
Jupyter Notebook

datalogue / keras-attention

Star

Visualizing RNNs using the attention mechanism

machine-learning natural-language-processing deep-neural-networks translation deep-learning recurrent-neural-networks attention-mechanism

Updated Jun 25, 2019
Python

charlesXu86 / Chatbot_CN

Star

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

reinforcement-learning deep-learning sentiment-analysis text-classification tensorflow nlu knowledge-graph recommendation nlg ner attention-mechanism ir dialogue-systems slot-filling oriented-dialogs intent-detection django-restful chatbot-cn tenserflow-serving text-correct

Updated Sep 13, 2020

atulkum / pointer_summarizer

Star

Open

Need help for retraining and cross validation

11

atulkum commented Nov 30, 2018

Need help for retraining and cross validation and see if the ROUGE score matches exactly (or better) with the numbers reported in the paper.
I just train for 500k iteration (with batch size 8) with pointer generation enabled + coverage loss disabled and next 100k iteration (with batch size 8) with pointer generation enabled + coverage loss enabled.

It would be great if someone can help re-r

Canjie-Luo / MORAN_v2

Star

MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition

attention-mechanism image-rectification scene-text image-deformation scene-text-recognition

Updated Jul 30, 2019
Python

cedrickchee / awesome-bert-nlp

Star

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

nlp natural-language-processing transformer neural-networks awesome-list transfer-learning language-model attention-mechanism bert gpt-2 xlnet pre-trained-language-models gpt-3

Updated Oct 14, 2020

lvapeab / nmt-keras

Star

Neural Machine Translation with Keras

machine-learning theano deep-learning tensorflow machine-translation keras decoding transformer gru neural-machine-translation sequence-to-sequence score nmt newer attention-mechanism web-demo attention-model lstm-networks attention-is-all-you-need attention-seq2seq nmt-keras

Updated Jul 3, 2020
Python

CyberZHG / keras-self-attention

Star

Attention mechanism for processing sequential data that considers the context for each timestamp.

keras attention-mechanism

Updated Jul 29, 2020
Python

kaushalshetty / Structured-Self-Attention

Star

A Structured Self-attentive Sentence Embedding

visualization deep-learning python3 pytorch classification attention attention-mechanism attention-model sentence-embeddings self-attentive-rnn self-attention attention-weights

Updated Sep 22, 2019
Python

ibrahimjelliti / Deeplearning.ai-Natural-Language-Processing-Specialization

Star

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

nlp machine-learning deep-learning naive-bayes coursera neural-networks logistic-regression attention-mechanism neural specialization probabilistic-models encoder-decoder sequence-models deeplearning-ai

Updated Nov 1, 2020
Jupyter Notebook

soobinseo / Transformer-TTS

Star

A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"

text-to-speech deep-learning pytorch tts transformer attention-mechanism pytorch-implementation attention-plots

Updated Jun 12, 2020
Python

EagleW / PaperRobot

Star

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

nlp text-generation pytorch generation datasets natural-language-generation attention-mechanism memory-networks end-to-end-learning paper-generation

Updated Mar 10, 2020
Python

kracwarlock / action-recognition-visual-attention

Star

Action recognition using soft attention based deep recurrent neural networks

deep-neural-networks video deep-learning paper deep deeplearning attention-mechanism action-recognition soft-attention

Updated Oct 30, 2016
Jupyter Notebook

hirofumi0810 / neural_sp

Star

End-to-end ASR/LM implementation with PyTorch

streaming speech language-modeling pytorch transformer speech-recognition seq2seq attention automatic-speech-recognition sequence-to-sequence language-model attention-mechanism asr ctc rnn-transducer transformer-xl

Updated Oct 31, 2020
Python

benedekrozemberczki / SimGNN

Star

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

machine-learning deep-learning neural-network tensorflow sklearn pytorch attention-mechanism network-embedding wsdm ged gcn graph-embedding graph-classification tensor-network graph-similarity graph-convolution graph-attention gnn graph-edit-distance simgnn

Updated Sep 24, 2020
Python

danielegrattarola / keras-gat

Star

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

python deep-learning graph keras attention-mechanism graph-attention-networks cora-dataset

Updated Oct 26, 2020
Python

lc222 / seq2seq_chatbot

Star

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

tensorflow chatbot seq2seq beam-search nmt attention-mechanism

Updated Apr 9, 2020
Python

attention-mechanism

Here are 612 public repositories matching this topic...

brightmart / text_classification

benedekrozemberczki / awesome-graph-classification

Kyubyong / transformer

philipperemy / keras-attention-mechanism

zzw922cn / awesome-speech-recognition-speech-synthesis-papers

PetarV- / GAT

sgrvinod / a-PyTorch-Tutorial-to-Image-Captioning

Diego999 / pyGAT

lucidrains / reformer-pytorch

lucidrains / lambda-networks

richliao / textClassifier

awslabs / sockeye

lucidrains / vit-pytorch

yunjey / show-attend-and-tell

datalogue / keras-attention

charlesXu86 / Chatbot_CN

atulkum / pointer_summarizer

Need help for retraining and cross validation

Canjie-Luo / MORAN_v2

cedrickchee / awesome-bert-nlp

lvapeab / nmt-keras

CyberZHG / keras-self-attention

kaushalshetty / Structured-Self-Attention

ibrahimjelliti / Deeplearning.ai-Natural-Language-Processing-Specialization

soobinseo / Transformer-TTS

EagleW / PaperRobot

kracwarlock / action-recognition-visual-attention

hirofumi0810 / neural_sp

benedekrozemberczki / SimGNN

danielegrattarola / keras-gat

lc222 / seq2seq_chatbot

Improve this page

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Oct	NOV	Dec
	02
2019	2020	2021

attention-mechanism

Here are 612 public repositories matching this topic...

brightmart / text_classification

benedekrozemberczki / awesome-graph-classification

Kyubyong / transformer

philipperemy / keras-attention-mechanism

zzw922cn / awesome-speech-recognition-speech-synthesis-papers

PetarV- / GAT

sgrvinod / a-PyTorch-Tutorial-to-Image-Captioning

Diego999 / pyGAT

lucidrains / reformer-pytorch

lucidrains / lambda-networks

richliao / textClassifier

awslabs / sockeye

lucidrains / vit-pytorch

yunjey / show-attend-and-tell

datalogue / keras-attention

charlesXu86 / Chatbot_CN

atulkum / pointer_summarizer

Need help for retraining and cross validation

Canjie-Luo / MORAN_v2

cedrickchee / awesome-bert-nlp

lvapeab / nmt-keras

CyberZHG / keras-self-attention

kaushalshetty / Structured-Self-Attention

ibrahimjelliti / Deeplearning.ai-Natural-Language-Processing-Specialization

soobinseo / Transformer-TTS

EagleW / PaperRobot

kracwarlock / action-recognition-visual-attention

hirofumi0810 / neural_sp

benedekrozemberczki / SimGNN

danielegrattarola / keras-gat

lc222 / seq2seq_chatbot

Improve this page

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