Luís Gonçalves's Projects
Implementation of SRGAN in Keras
sliced-rnn
add statistical annotations (pvalue significance) on an existing boxplot generated by seaborn boxplot
Learning Stylometric Representation for Authorship Analysis
Code accompanying the paper Effective Subword Segmentation for Text Comprehension
Code for the paper "Selecting Relevant Features from a Universal Representation for Few-shot Classification"
Linear Support Vector Machine from scratch with the Hinge Loss and Stochastic Gradient Descent
DeepMind's Tacotron-2 Tensorflow implementation
Repository to document results of an Tacotron 2 adaptation for brazilian portuguese.
[IEEE SP'24] The Official Implementation of "Jbeil: Temporal Graph-Based Inductive Learning to Infer Lateral Movement in Evolving Enterprise Networks"
Text classification using deep learning models in Pytorch
Graph Convolutional Networks for Text Classification. AAAI 2019
A Tensorflow 2.0 implementation of TabNet.
The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]
[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch
Repo and code of the IEEE UIC paper: Train++: An Incremental ML Model Training Algorithm to Create Self-Learning IoT Devices
Cross-Project Transfer Representation Learning for Vulnerable Function Discovery
Transformer-based Long Document Classification
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Code for the paper URLNet - Learning a URL Representation with Deep Learning for Malicious URL Detection
Source code for all the animations in my videos. Uses @3b1b's manim library
A simple Webpack + vue-loader setup for quick prototyping.
This plugin creates an OAuth 2.0 authorization server/provider for WordPress.