FlowSGS: Improving Flow Matching Priors for Inverse Imaging with Stochastic Interpolants

arXiv:2609.20769 · cs.CV · Submitted 2026-09-17 · Read on arXiv

cs.CV

Submitted: 2026-09-17

Updated: 2026-09-29

Code: https://github.com/LeviBorodenko/motionblur

Terminology

Inverse Problem — 30× in this paper · explained in 2 episodes
Diffusion Model — 21× in this paper · explained in 8 episodes
Flow Matching — 18× in this paper · explained in 8 episodes
Diffusion Models — 16× in this paper · explained in 6 episodes
Ablation — 11× in this paper · explained in 1 episode
Generative Model — 8× in this paper · explained in 2 episodes
Langevin Dynamics — 8× in this paper · explained in 2 episodes
Stochastic Interpolants — 8× in this paper
Generative Models — 7× in this paper · explained in 2 episodes
Benchmark — 6× in this paper · explained in 2 episodes
Split Gibbs Sampling — 6× in this paper
Core — 5× in this paper · explained in 2 episodes
Generative Modeling — 5× in this paper · explained in 3 episodes
Rectified Flow — 5× in this paper · explained in 3 episodes
Steering — 5× in this paper · explained in 2 episodes
Ablation Studies — 4× in this paper · explained in 1 episode
Latent Space — 4× in this paper · explained in 7 episodes
Regularization — 4× in this paper · explained in 3 episodes
Score Function — 4× in this paper · explained in 4 episodes
Ablation study — 3× in this paper · explained in 1 episode
Accuracy — 3× in this paper · explained in 1 episode
Diffusion Process — 3× in this paper · explained in 2 episodes
Benchmarking — 2× in this paper · explained in 3 episodes
Consistency — 2× in this paper · explained in 3 episodes
Institutional Review Board — 2× in this paper
Transformer — 2× in this paper · explained in 2 episodes
Uncertainty Quantification — 2× in this paper · explained in 8 episodes
Adam — 1× in this paper · explained in 2 episodes
Alignment — 1× in this paper · explained in 1 episode
Bayesian Inference — 1× in this paper · explained in 5 episodes
Diffusion Processes — 1× in this paper · explained in 2 episodes
Exponential Moving Average (EMA) — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Fisher Information — 1× in this paper · explained in 3 episodes
Normalizing Flow — 1× in this paper · explained in 3 episodes
Normalizing Flows — 1× in this paper · explained in 4 episodes
Unified Framework — 1× in this paper · explained in 5 episodes

Sources

fastMRI: An Open Dataset and Benchmarks for Accelerated MRI

Terminology

Sources

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