PredRA: Fast Medical Image Translation by Deterministic Component Extraction and Controlled Stochastic Refinement

arXiv:2609.31912 · cs.CV · Submitted 2026-09-25 · Read on arXiv

cs.CV

Submitted: 2026-09-25

Updated: 2026-09-25

Code: https://github.com/jianhai-zhang/RredRA

Terminology

Fidelity — 30× in this paper · explained in 2 episodes
Diffusion Model — 20× in this paper · explained in 8 episodes
Benchmark — 16× in this paper · explained in 2 episodes
Diffusion Models — 14× in this paper · explained in 6 episodes
Flow Matching — 6× in this paper · explained in 8 episodes
Aggregation — 5× in this paper · explained in 1 episode
Conference on Computer Vision and Pattern Recognition — 5× in this paper
Generative Model — 4× in this paper · explained in 2 episodes
Transformer — 4× in this paper · explained in 2 episodes
Adaptation — 3× in this paper · explained in 1 episode
Generative Modeling — 3× in this paper · explained in 3 episodes
Aleatoric Uncertainty — 2× in this paper · explained in 5 episodes
Consistency — 2× in this paper · explained in 3 episodes
Generative Models — 2× in this paper · explained in 2 episodes
Latent Representation — 2× in this paper · explained in 2 episodes
Ablation — 1× in this paper · explained in 1 episode
Calibration — 1× in this paper · explained in 7 episodes
Decode — 1× in this paper · explained in 2 episodes
Diffusion Process — 1× in this paper · explained in 2 episodes
Epistemic Uncertainty — 1× in this paper · explained in 10 episodes
International Conference on Learning Representations — 1× in this paper
Latent Diffusion Model — 1× in this paper · explained in 2 episodes
Latent Diffusion Models — 1× in this paper · explained in 2 episodes
Latent Representations — 1× in this paper · explained in 3 episodes
Medical Image Computing and Computer-Assisted Intervention — 1× in this paper
Trace — 1× in this paper · explained in 2 episodes

Terminology

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