David Ha
(6 articles)
EBM
Energy-Based Model
Energy-Based Model
Class of deep learning models that learn to associate lower energy levels with more probable configurations of the input data.
Generality: 625
World Model
Internal representation that an AI system uses to simulate the environment it operates in, enabling prediction and decision-making based on those simulations.
Generality: 835
Wake Sleep
Biologically inspired algorithm used within unsupervised learning to train deep belief networks.
Generality: 540
Latent Space
Abstract, multi-dimensional representation of data where similar items are mapped close together, commonly used in ML and AI models.
Generality: 805
Hypernetwork
Neural network that generates the weights for another neural network, enabling dynamic adaptation and increased flexibility in learning and generalization.
Generality: 705
Synthetic Data Generation
Creating artificial data programmatically, often used to train ML models where real data is scarce, sensitive, or biased.
Generality: 795