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luca-rossi's Projects

analogy-based-zsl icon analogy-based-zsl

Conditioning a generator on similar features to improve zero-shot learning methods.

crypto-bot icon crypto-bot

A bot that plays in the PancakeSwap prediction market. It uses strategies based on technical indicators, machine learning, and expected value maximization. For educational purposes only.

grabzsl icon grabzsl

Official Pytorch implementation of the paper: L. Rossi, M. Fiorentino, A. Mancini, M. Paolanti, R. Rosati, P. Zingaretti. Generalizability and Robustness Evaluation of Attribute-Based Zero-Shot Learning. Neural Networks, 2023.

human-trajectory-lstm-gan icon human-trajectory-lstm-gan

Implementation of the paper: Rossi, L., Paolanti, M., Pierdicca, R., & Frontoni, E. (2021). Human trajectory prediction and generation using LSTM models and GANs. Pattern Recognit., 120, 108136.

pik icon pik

Probing language models to evaluate their confidence and calibration.

process-repairing icon process-repairing

Code of a 2018 project made during my Master's degree. Three plugins have been developed for the ProM platform, a framework for Process Mining tools. The developed plugins allow the user to repair processes (modeled as Petri nets) by replacing a portion with a new sub-process. The plugins also provide some heuristics to compute the edit distance between the new sub-process and the replaced portion of the original process.

shopper-interaction-deep icon shopper-interaction-deep

Code of a 2018 project made during my Master's degree. The goal is to analyze human behavior in a shop from low-quality frames using neural networks.

zero-shot-learning icon zero-shot-learning

Keras implementation of a Zero-Shot Learning application using GANs, with lecture material.

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