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Diffusion Model
advancedself_supervised
parametricgenerationrepresentationimageaudiovideo
Mechanisms
iterative denoisingnoise predictionbackpropagation
Properties
generativerepresentation learningstochastic generation
Constraints
high computehigh memoryrequires large dataslow inference
Practical profile
- Explainability
- low
- Training cost
- high
- Inference cost
- high
- Data appetite
- high
