Results for "probabilistic latent"
Hidden Markov Model
Intermediate
Probabilistic model for sequential data with latent states.
Variational Autoencoder
Advanced
Autoencoder using probabilistic latent variables and KL regularization.
Latent Diffusion
Advanced
Diffusion performed in latent space for efficiency.
Latent Dynamics
Frontier
Modeling environment evolution in latent space.
Boltzmann Machine
Intermediate
Probabilistic energy-based neural network with hidden variables.
Conditional Random Field
Intermediate
Probabilistic graphical model for structured prediction.
Representation Learning
Intermediate
Automatically learning useful internal features (latent variables) that capture salient structure for downstream tasks.
Autoencoder
Advanced
Model that compresses input into latent space and reconstructs it.
Denoising Diffusion Probabilistic Model
Advanced
Diffusion model trained to remove noise step by step.
Latent Space
Intermediate
The internal space where learned representations live; operations here often correlate with semantics or generative factors.