AI SCI HUM MDA SH Shayan Ali Understanding Latent Variables & Latent Space A latent variable: compressed semantic representation learned automatically by the neural network.
AI ART HUM SH Shayan Ali Representation Collapse in Self-Supervised Learning: What, Why, and How Why your SSL model might be learning absolutely nothing and how JEPA architectures are finally solving it.
AI HUM SH Shayan Ali Diffusion Models: From Noise to Art A Deep Dive into Denoising Diffusion Probabilistic Models (DDPM)
