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JiT

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00:00
2026-09-16
linum.ai
artificial-intelligence

Training Text-to-Image Models 3.6× Faster

A research team reports that its JiT-DDT encoder-decoder architecture trains a text-to-image model with 3.6× fewer GPU-hours than its Linum v2 baseline while generating images with 4× the pixels. The …

04:00
2026-08-21
arxiv.org
machine-learning

Continuous Adversarial MeanFlow Transfer

Researchers propose MeanFlow-Transfer (MF-T) and Continuous Adversarial MeanFlow (CAMF) to adapt pretrained diffusion or flow models to new domains with limited data while accelerating sampling. MF-T …

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