Exploring LeNet-5 privacy via data-leak-driven membership inference attacks.

Image retrieval model by leveraging image key points with Siamese Networks.

Predicting the genre of songs based only on their lyrical content.

Simulating and visualizing the response of melanoma tumor heterogeneity to an adaptive treatment.

n-Dimensional PDE Solver with Physics-Informed Neural Networks. Solution for partial differential equations (PDEs) in n-dimensional spaces using Physics-Informed Neural Networks (PINNs).

Generative Models by Stability AI

Numerical solutions for Poisson's Equation using Finite Difference method in Julia for 1D, 2D, 3D. Enables accurate approximations & visualizations.

Detection and evaluation of pronunciation accuracy of consonant pairs in spoken French.