Posterior Flow Matching
cs.LG, cs.AI, cs.CV
Submitted: 2026-09-26
Updated: 2026-09-26
Terminology
Sources
- Flowing with Confidence
- A trajectorial interpretation of the dissipations of entropy and Fisher information for stochastic differential equations
- Flow Matching with Uncertainty Quantification and Guidance
- Auto-Encoding Variational Bayes
- BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference
- The Principles of Diffusion Models
- Flow Matching Guide and Code
- Uncertainty in a Single Pass: A Closed-Form Identity for One-Step Flow Matching
- Transition Flow Matching
- Beyond Editing Pairs: Fine-Grained Instructional Image Editing via Multi-Scale Learnable Regions
- Stochastic Interpolants via Conditional Dependent Coupling
- Drift Flow Matching
- Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning
- Posterior Augmented Flow Matching
- TorchMD-NET: Equivariant Transformers for Neural Network based Molecular Potentials
- Information and estimation in Fokker-Planck channels
- Hierarchical Rectified Flow Matching with Mini-Batch Couplings
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