Deep learning methods for sentiment analysis classification of covid-19 vaccination tweets

An active vision system which builds a 3D environment map autonomously using visual attention mechanisms.

Collection of various of my custom TensorFlow-Keras 2.0+ layers, utils and such

This repository implements the paper "Revolutionizing Age, Gender, and Ethnicity Recognition with Multi-Modal Vision Transformers," using Vision Transformers (ViT) with CBAM, Coordinate Attention, and Self-Attention. Leveraging the "UTK-Face" dataset, it enhances detection accuracy for age, gender, and ethnicity.

Transformers, including the T5 and MarianMT, enabled effective understanding and generating complex programming codes. Consequently, they can help us in Data Security field. Let's see how!

👻 The PyTorch implementation for the IEEE Access paper: "PAC-MAN: Multi-Relation Network in Social Community for Personalized Hashtag Recommendation".

✨ The Tensorflow implementation for the IEEE Access paper: "ARERec: Attentive Local Interaction Model for Sequential Recommendation".

Master Project on Image Captioning using Supervised Deep Learning Methods

A repository to get train transformers to access longer context for causal language models, most of these methods are still in testing. Try them out if you'd like but please lmk your results so we don't duplicate work :)

All codes implemented on Korean voice phishing detection papers

A PyTorch implementation of the Multi-Mode CNN to reconstruct Chlorophyll-a time series in the global ocean from oceanic and atmospheric physical drivers

Implementation of the model "Hedgehog" from the paper: "The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry"

Omni-Modality Processing, Understanding, and Generation

Zeta implemantion of "Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers"

The open source implementation of the multi grouped query attention by the paper "GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints"

A collection of layers, ops, utilities and more for TensorFlow 2.0 high-level API Keras

A simple python package for question answering.

Joint Multi-label Attention Network (JMAN)

An simple pytorch implementation of Flash MultiHead Attention