caiocj1

ai-text-detection

caiocj1

hackathon-QB-XAI

Satellite image classification with convolutional networks. Finalist in hackathon organized by McKinsey's AI division, Quantum Black.

minimum-spanning-trees

This project explores the properties and uses of minimum spanning trees (MSTs), specially as a basis for clustering algorithms.

multifocus-3d-reconstruction

optimautogpt

Framework for finetunning the ToolFormer-based LM in a few shots manner

retweet-num-prediction

Deep learning models to predict number of retweets of certain tweets. Winner of Kaggle competition with 58 teams.

seq2seq-handwritting-synthesis

Implementation of "Generating Sequences with Recurrent Neural Networks" (https://arxiv.org/abs/1308.0850).

vit-learning

Implementation of the original vision transformer, for self-educational purposes. Trains from scratch on any dataset, such as ImageNet 1k.

Diffusion-models

Implementing denoising diffusion probabilistic models (DDPMs) (Ho et al., 2020; Sohl-Dickstein et al., 2015) and variations.

caiocj1/vit-learning

Implementation of the original vision transformer, for self-educational purposes. Trains from scratch on any dataset, such as ImageNet 1k.

caiocj1/minimum-spanning-trees

This project explores the properties and uses of minimum spanning trees (MSTs), specially as a basis for clustering algorithms.

caiocj1/multifocus-3d-reconstruction

caiocj1/optimautogpt

Framework for finetunning the ToolFormer-based LM in a few shots manner

caiocj1/ai-text-detection

caiocj1/caiocj1

caiocj1/hackathon-QB-XAI

Satellite image classification with convolutional networks. Finalist in hackathon organized by McKinsey's AI division, Quantum Black.

caiocj1/retweet-num-prediction

Deep learning models to predict number of retweets of certain tweets. Winner of Kaggle competition with 58 teams.

caiocj1/seq2seq-handwritting-synthesis

Implementation of "Generating Sequences with Recurrent Neural Networks" (https://arxiv.org/abs/1308.0850).

caiocj1/dark-islands

This project consists in a dark island scenery, developped in C++ and OpenGL.

caiocj1/forest-cover-prediction

caiocj1/MemoLang

Mobile web-based application done with Apache Cordova framework that aids foreign language word memorization through the flashcard method.

caiocj1/plasma-reconnection-simulations

Simulates plasma reconnection in an electric current sheet given certain initial conditions and precising boundary conditions.

caiocj1/Project-DL-Seq2Seq

Implementation of papers on Deep Seq2seq learning using Pytorch.

caiocj1/simplecnn-mnist

caiocj1/symbol-level-melody-completion

caiocj1/transformer-music-gen

Simple transformer architecture to generate music tokens given initial sequence conditioning.