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

Implementation of Transformer Encoder Decoder Architecture for Video Predictions

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

• Updated Jun 2, 2021
• Python

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 Feb 4, 2026
• Python

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 Mar 19, 2026
• Python

Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation

machine-translation encoder-decoder-architecture large-language-models

• Updated Jun 30, 2025
• Python

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

This repo is my personal notes from the Stanford NLP course, and i currently use it personally as a reference

nlp transformers learn text-preprocessing tfidf-vectorizer encoder-decoder-architecture

• Updated Jun 8, 2026

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

Random lyrics generator.

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

• Updated May 23, 2023
• Python

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

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 Jan 24, 2025
• MATLAB

Generating Video Caption Using LSTM

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

• Updated May 29, 2023
• Python

we generate captions to the images which are given by user(user input) using prompt engineering and Generative AI

image artificial-intelligence gemini vision openai description image-captioning image-descriptions gemini-api encoder-decoder-architecture image-caption-generator image-descriptor generativemodel vision-models visual-models multi-model-learning generative-ai vision-language-model gen-ai generate-contents

• Updated Aug 24, 2024
• Jupyter Notebook

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

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

• Updated Dec 4, 2023
• Python

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

A SegNet model trained for segmentation of Lanes suitable for driving for automobiles.

tensorflow keras self-driving-car autonomous-driving autonomous-vehicles lane-detection segnet encoder-decoder video-segmentation encoder-decoder-architecture segnet-pytorch

• Updated Jan 2, 2023
• Jupyter Notebook

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

Semantic Segmentation of Images with Deep Learning

cnn gan unet pix2pix semantic-segmentation unet-image-segmentation encoder-decoder-architecture

• Updated Jul 5, 2022
• Jupyter Notebook

基于Java Web与神经网络的机器翻译网站

flask tensorflow rest-api lstm attention-mechanism javaweb seq2seq-model encoder-decoder-architecture

• Updated Feb 28, 2021
• Java