Works
↣ FGSM Explainer ↢
An Interactive Visualization for Understanding Adversarial Attack
↣ SOCR - Big Data ↢
Design and disseminate advanced methods/tools in probability, statistics, and machine learning; develop enhanced analysis and visualizations on "Big Data"
↣ Melody AI ↢
A RNN-based melody generator (vanilla RNN, LSTM & GRU networks) that generates music based on Touhou Project
↣ Adversarial ML ↢
Robustness of machine learning with a special emphasis on adversarial machine learning
↣ InfoVis xAI ↢
Design, develop, and evaluate visualization methods for AI explainability
↣ BaselineST ↢
A novel machine learning model that incorporates SoftTriple loss to elevate state-of-the-art performance in few-shot classifications
↣ ezBake ↢
Implementation of a complex software that automates quality testing of camera lens by communicating with a thermal chamber via Modbus Protocol
↣ Pop AI ↢
An N-gram-based AI application that produces new generated notes and combines them with drum beats