encoder-decoder-architecture

Here are 82 public repositories matching this topic...

chuhaojin / Text2Poster-ICASSP-22

Official implementation of the ICASSP-2022 paper "Text2Poster: Laying Out Stylized Texts on Retrieved Images"

deep-learning image-processing pytorch artificial-neural-networks object-detection image-retrieval banner-generator banner-advertisements encoder-decoder-architecture image-text-retrieval aigc layout-design multimodal-generation poster-generation geneative-creation

Updated Dec 18, 2023
Python

iamrakesh28 / Video-Prediction

Star

Implementation of Transformer Encoder Decoder Architecture for Video Predictions

video-prediction transformer-architecture conv-lstm encoder-decoder-architecture

Updated Jun 2, 2021
Python

zouguojian / Traffic-speed-prediction

Star

Using to predict the highway traffic speed

deep-neural-networks generative-model highway-network lstm-neural-networks spatio-temporal multi-task-learning graph-attention-networks transformer-architecture encoder-decoder-architecture nonlinear-correlation gnn-model traffic-speed-forecasting traffic-speed-prediction long-term-prediction fusion-gate-mechanism bilateral-framework

Updated Apr 2, 2024
Python

paulpuren / PhyCRNet

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Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs

simulation partial-differential-equations autoregressive convlstm encoder-decoder-architecture physics-informed-learning residual-connections

Updated Dec 24, 2021
Python

iamrakesh28 / Deep-Learning-for-Weather-and-Climate-Science

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Implementation of Convolutional Encoder Decoder Network for short term (0 - 2 hours) weather forecasting.

convolutional-lstm video-prediction weather-forecasting moving-mnist encoder-decoder-architecture reflectivity-maps

Updated Jun 1, 2021
Python

fajieyuan / WWW2020-grec

Star

Sequence-to-Sequence Generative Model for Sequential Recommender System

encode recommender recommender-system sequential bidirectional autoregressive denoising-autoencoders bidirectional-lstm denoising cnn-classification c-n-n session-based-recommendation-system encoder-decoder-architecture bert4rec grec autoregressive-model bart4rec

Updated Mar 25, 2024
Python

arukavina / baking-lyrics

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Random lyrics generator.

python heroku nlp flask machine-learning travis-ci lyrics scraping encoder-decoder-architecture

Updated May 23, 2023
Python

gionanide / Neural_Machine_Translation

Star

Neural Machine Translation using LSTMs and Attention mechanism. Two approaches were implemented, models, one without out attention using repeat vector, and the other using encoder decoder architecture and attention mechanism.

nlp natural-language-processing pytorch lstm nltk rnn seq2seq neural-machine-translation attention-mechanism seq2seq-attn seq2seq-pytorch encoder-decoder-architecture

Updated Jun 21, 2022
Python

dksifoua / Neural-Machine-Translation

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State of the art of Neural Machine Translation with PyTorch and TorchText.

transformers pytorch recurrent-neural-networks spacy beam-search convolutional-neural-networks neural-machine-translation sequence-to-sequence arxiv bleu-score torchtext encoder-decoder-architecture

Updated Jul 25, 2024
Jupyter Notebook

sustainable-computing / ObscureNet

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Code for "ObscureNet: Learning Attribute-invariant Latent Representation for Anonymizing Sensor Data", ACM/IEEE IoTDI 2021

iot privacy generative-model human-activity-recognition sensor-data encoder-decoder-architecture

Updated Jun 26, 2021
Python

MathurUtkarsh / Video-Captioning-Using-LSTM-and-Keras

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Generating Video Caption Using LSTM

deep-learning keras rnn-tensorflow lstm-neural-networks encoder-decoder-architecture

Updated May 29, 2023
Python

stefanherdy / Matlab-LSTM-VAE

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Matlab Variational LSTM Autoencoder and Time Series Prediction for anomaly detection. Some code of my masters thesis. Download Link: https://pure.unileoben.ac.at/portal/files/6093740/AC16131071.pdf

lstm-neural-networks matlab-script anomaly-detection variational-autoencoder time-series-prediction encoder-decoder-architecture probability-distribution-function

Updated Jul 14, 2023
MATLAB

Rumeysakeskin / Image-Captioning

Sponsor

Star

Image captioning with a benchmark of CNN-based encoder and GRU-based inject-type (init-inject, pre-inject, par-inject) and merge decoder architectures

natural-language-processing image-processing pytorch image-captioning convolutional-neural-networks inception-v3 gated-recurrent-units encoder-decoder-architecture

Updated Oct 6, 2023
Python

DebeshJha / TransRUPNet

Star

TransRUPNet for Improved Out-of-Distribution Generalization in Polyp Segmentation (IEEE EMBC)

pvt gastroenterology medical-image-segmentation unet-pytorch colonoscopy segmentation-models transformer-architecture encoder-decoder-architecture polyp-segmentation

Updated Apr 20, 2024
Python

cmescobar / Heart_sound_prediction

Star

Repository containing the codes used for the development of a heart sound prediction system using convolutional neural networks (CNN) for semantic segmentation.

sound prediction cnn heart segmentation semantic-segmentation encoder-decoder-architecture