algorithm selection 1brain MRI 1chest x-ray 1label-free evaluation 1medical imaging 1unsupervised domain adaptation 1
From the 1 of 3 linked papers with an AI index.
3 papers
physics.flu-dyn2026
A transport geometry of acoustic analogies:exact holonomy of source re-attribution and its observable consequences
Sparsh Sharma
The source term of an acoustic analogy is not unique: different rearrangements of the Navier-Stokes equations attribute the same radiated sound to different apparent sources. Altho…
cs.CV2026
Towards Practical Algorithm Selection for Unsupervised Domain Adaptation in Medical Imaging
Yiheng Xiong, Luisa Gallée, Luisa Gallée +4
The paper introduces a label‑free criterion that automatically selects the best unsupervised domain adaptation algorithm and its hyperparameters for medical imaging by comparing ca…
cs.AI2026
Source-Prior-Driven Selective Adaptation for Efficient Diffusion Model Finetuning
Yi Xiong, Yuan-Yuan Cheng, Xiao-Ming Fu
Fine-tuning large diffusion models for new domains or styles involves a trade-off: improving target-specific generation often degrades the pretrained model's broad generative capab…