📝 ML Paper implementation of machine learning paper, ADASYN

An implementation and study of Retiming paper [1] in the AAPP class of Polimi.

Implements a Cycle GAN based on original paper https://arxiv.org/abs/1703.10593.

Minimum Degree Spanning Tree

PyTorch reimplementation of the paper 'Learning to Negate Adjectives with Bilinear Models" - https://www.aclweb.org/anthology/E17-2012.pdf

The implementation of CB-STM method

An implementation of Vision Transformers in TensorFlow

open, extensible composition models

Code of my MSc thesis, including extensions for pommerening-helmert-icaps2012

Automatically generating language descriptions for remote sensing images has emerged as a significant research area within the field of remote sensing. This project focuses on attention-based captioning methods, which are a prominent class of deep learning-based techniques for generating captions.

FoodMini is an image recognition model trained on subset of FoodVision 101 dataset consisting of three labels (sushi, pizza, and steak). This project implements ViT (Vision Transformer) from its original research paper as state-of-the-art image recognition model.

This is part of the project Efficient identification of core and dead features in variability models

TSP solver using temperature parallel simulated annealing.

Implementation of Vertex's sampling algorithm

Official implementation of the paper: https://arxiv.org/abs/2108.04957

program synthesis with neuro-symbolic differentiable interpreters

Code for "Reconstructing a cascade from temporal observations, SDM 2018"

Code from "How useful is quantilization for mitigating specification-gaming?"

Implementation of ML&DL models in machine learning that I have studied and written source code myself