Artificial Intelligence
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Embedding
Quick Definition
Learned vector representations of discrete objects in continuous space
Full Definition
A learned representation mapping discrete objects into continuous vector spaces capturing semantic relationships.
Examples
word2vec, sentence embeddings, image embeddings
Related Terms
vector-database
semantic-search
More Artificial Intelligence Terms
Style Transfer
Applying artistic style of one image to another using neural networks
Few-Shot Learning
Learning to perform tasks from a small number of examples
Model Distillation
Creating smaller models that replicate larger model behavior
Chain-of-Thought
Technique encouraging AI to show step-by-step reasoning
GAN
Two competing neural networks generating synthetic data
Adversarial Robustness
AI model ability to resist adversarial perturbations