Neural networks : the official journal of the International Neural Network Society
DSA-Diff: Dynamic schedule alignment for training-Inference consistent modality translation in x-prediction diffusion model.
Xianhua Zeng, Yixin Xiang, Jian Zhang, Bowen Lu
Published: 202610.1016/j.neunet.2026.108611
Abstract
For modality translation tasks, diffusion models based on x-prediction offer faster and more accurate image generation compared to traditional ϵ-prediction. However, they often suffer from training-inference inconsistency (TII), which arises from a m…
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