Multimodal AI
Quick Definition
AI that processes and integrates multiple data types
Full Definition
AI systems that process and integrate multiple input types such as text, images, and audio.
Examples
GPT-4V, image captioning, video understanding
Related Terms
large-language-model
computer-vision
More Artificial Intelligence Terms
One-Shot Learning
Learning to recognize patterns from a single example
State Space Model
Architecture using linear attention for efficient sequence modeling
Variational Autoencoder
Generative model using latent space encoding and decoding
Adversarial Robustness
AI model ability to resist adversarial perturbations
AI Fairness
Ensuring AI decisions do not discriminate against groups
Feature Importance
Quantifying each input features contribution to predictions