[
    {
        "id": "osp-19945",
        "type": "article-journal",
        "title": "إعادة التفكير في زيادة البيانات تحت انزياح المتغيرات المشتركة: انتشار موجّه بالثوابت وإعادة ترجيح النماذج الأولية",
        "author": [
            {
                "family": "Cao",
                "given": "Hongyu"
            },
            {
                "family": "Wang",
                "given": "Xinyuan"
            },
            {
                "family": "Malarkkan",
                "given": "Arun Vignesh"
            },
            {
                "family": "Liu",
                "given": "Kunpeng"
            },
            {
                "family": "Chen",
                "given": "Haifeng"
            },
            {
                "family": "Fu",
                "given": "Yanjie"
            }
        ],
        "URL": "https://omanscience.com/ar/articles/rethinking-data-augmentation-under-covariate-shift-invariant-guided-diffusion-and-prototype-reweighting",
        "language": "en",
        "issued": {
            "date-parts": [
                [
                    2026
                ]
            ]
        }
    }
]