Flow Matching
مطابقة التدفقات
إطار تدريب حديث للتدفقات الطبيعية المستمرة يُقرِّب حقل السرعة مباشرةً بدل حلّ معادلات تفاضلية مكلفة أثناء التدريب. يجمع بين بساطة التدريب وضمانات الاحتمالية الدقيقة.
A modern training framework for continuous normalizing flows that directly regresses the velocity field instead of solving expensive ODEs during training. Combines training simplicity with exact likelihood guarantees.
Also translated asمطابقة التدفق
First appears in this corpus in: Variational Inference with Normalizing Flows (2015)
Appears in these papers
- Flow Matching for Generative Modeling2023in the sky ✦
- Flow Matching for Generative Modeling2023in the sky ✦
- Neural Ordinary Differential Equations2018in the sky ✦
- Variational Inference with Normalizing Flows2015in the sky ✦
- π₀: A Vision-Language-Action Flow Model for General Robot Control2024in the sky ✦
- π₀: A Vision-Language-Action Flow Model for General Robot Control2024in the sky ✦