Beyond Diffusion: Flow Matching for Generative AI
Автор: Data Science Dojo
Загружено: 2026-02-18
Просмотров: 244
Описание:
Discover how Flow Matching provides a simpler and more efficient alternative to diffusion models for generative AI. This session breaks down the theory and practice behind continuous flows and shows how they’re used in modern generative systems.
What you’ll learn:
• Core concepts of Flow Matching and how it compares to diffusion models
• Why straight transport paths improve training and sampling efficiency
• Key mechanics like velocity fields and continuous flows
• Real-world applications in image, video, audio, and more
• A hands-on walkthrough to train a model from scratch
#GenerativeAI #FlowMatching #DiffusionModels #DeepLearning
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