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Hi there, I'm Martina

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Martina Rossini's Projects

astronet icon astronet

Deep Learning Approaches to the Square Kilometre Array Science Data Challenge #1

beautyrec icon beautyrec

A recommender system for cosmetic products, implemented from scratch using Python.

crazyfunding icon crazyfunding

Decentralized Crowdfunding application powered by Algorand

data-efficient-rl icon data-efficient-rl

Value-Approximation from Pixels: a Sample Efficiency Perspective on DQN-Like Models

data2text-prompting icon data2text-prompting

Code for my Master Thesis project on "Prompting Techniques for Natural Language Generation in the Medical Domain" at the University of Bologna

endobayes icon endobayes

Bayesian Network aiming to help in endometriosis diagnosis.

nnclr-cifar100 icon nnclr-cifar100

We implement NNCLR and a novel clustering-based technique for contrastive learning that we call KMCLR. We show that applying a clustering technique to obtain prototype embeddings and using these prototypes to form positive pairs for contrastive loss can achieve performances on par with NNCLR on CIFAR-100 while storing 0.4% of the number of vectors.

respirenet icon respirenet

TensorFlow implementation of Microsoft's RespireNet, aiming to classify breathing/coughing sounds of people affected by COVID19 using the Coswara dataset.

slither-audited-smart-contracts icon slither-audited-smart-contracts

Dataset containing source code and deployed bytecode for Solidity Smart Contracts that have been verified on Etherscan.io, along with a classification of their vulnerabilities according to the Slither static analysis framework.

vlsi icon vlsi

Solving The VLSI (Very Large Scale Integration) optimization problem using constraint programming and SMT.

webrtc-demo-ai icon webrtc-demo-ai

A demo client/server architecture for WebRTC integrating AI features

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