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What is "Flow Matching paradigm in C"? Your Read Me file is 1 line ! Please explain these fancy words to us the old school developers
by bialamusic 2mo ago
What is "Flow Matching paradigm in C"?
Your Read Me file is 1 line ! Please explain these fancy words to us the old school developers
- ecrasevvv 2mo agoHi, the "Flow Matching paradigm" a simulation-free approach for training Continuous Normalizing Flows (CNFs) based on regressing vector fields of fixed conditional probability paths (original paper: https://arxiv.org/abs/2210.02747 https://arxiv.org/abs/2210.02747, MIT Course with practical examples: https://diffusion.csail.mit.edu/2026/index.html https://diffusion.csail.mit.edu/2026/index.html). Less formally Flow Matching can be described as "a technique to learn how to transport samples from one distribution to another". For example we could learn how to transport samples from a simple distribution we can easily sample from (e.g. Gaussian) to a complex distribution (e.g. images , videos , robot actions , etc.).