Diffusion Model
[/dɪˈfjuːʒən ˈmɒdəl/]
Definitions
Automatischer Uebersetzungsentwurf (German) for "Diffusion Model": A class of generative AI model that learns to create images, audio, or video by reversing a noise-adding process. During training the model learns to denoise progressively; during generation it starts from pure noise and iteratively refines it into a coherent output. Stable Diffusion and DALL·E 3 are prominent examples.
“Beispielentwurf: The diffusion model generated photorealistic product photos from text descriptions in seconds.”
Related Terms
- Neural NetworkAI & Technology
Automatischer Uebersetzungsentwurf (German) for "Neural Network": A computational model loosely inspired by biological neurons, consisting of interconnected layers of mathematical ...
- TransformerAI & Technology
Automatischer Uebersetzungsentwurf (German) for "Transformer": A neural network architecture introduced in 2017 ("Attention Is All You Need") that underlies virtually all modern la...
- AgenticAI & Technology
Automatischer Uebersetzungsentwurf (German) for "Agentic": Describing AI systems capable of autonomous action, planning, and decision-making. An agentic AI can break down tasks, us...
- AI AlignmentAI & Technology
Automatischer Uebersetzungsentwurf (German) for "AI Alignment": The research field focused on ensuring that AI systems pursue goals that match human values and intentions. A misali...
- Chain of ThoughtAI & Technology
Automatischer Uebersetzungsentwurf (German) for "Chain of Thought": A prompting technique where a language model is encouraged or required to show its step-by-step reasoning before...
- Constitutional AIAI & Technology
Automatischer Uebersetzungsentwurf (German) for "Constitutional AI": A training methodology developed by Anthropic where a set of guiding principles (a "constitution") is used to s...