Diffractive imaging is a class of reference-free phase (complex amplitude) imaging and it has advantages of simplicity of the optical hardware and imaging speed over other phase imaging techniques. This paper reviews our recent research activities in diffractive imaging, especially, by introductions of compressive sensing and machine (deep) learning.