GitHub

Imama-Kainat/transformer-encoder-decoder-chatbot

This project implements a Transformer encoder-decoder architecture from scratch in PyTorch to generate empathetic conversational responses. The model is trained on the EmpatheticDialogues dataset and ...
GitHub

arnavmishra4/Transformer-Attention-Is-All-You-Need-From-Scratch-in-PyTorch

This repository contains a complete from-scratch implementation of the Transformer model (Vaswani et al., 2017). It recreates the full Encoder–Decoder pipeline including attention, positional encoding ...
IEEE

Wi-Fi-Based Human Fall and Activity Recognition Using Transformer-Based Encoder–Decoder and Graph Neural Networks

Abstract: Human pose estimation and action recognition have received attention due to their critical roles in healthcare monitoring, rehabilitation, and assistive technologies. In this study, we ...
IEEE

Attention-Guided Facial Emotion Recognition with Swin Transformer Encoder Decoder Model

Abstract: Facial Emotion Recognition (FER) has emerged as an essential task in affective computing, with a wide range of utilization from man-machine interaction to health monitoring. A novel ...