A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications.
Laith AlzubaidiJinshuai BaiAiman Al-SabaawiJosé SantamaríaAhmed Shihab AlbahriBashar Sami Nayyef Al-dabbaghMohammed A. FadhelMohamed ManoufaliJinglan ZhangAli H. Al-TimemyYe DuanAmjed AbdullahLaith FarhanYi LuAshish GuptaFelix AlbuAmin M. AbboshYuantong GuPublished in: J. Big Data (2023)