Intermediate filaments are a diverse group of filaments that provide mechanical support to cells. They are more stable than microfilaments and microtubules and help in maintaining cell integrity. Examples of intermediate filaments include keratins in epithelial cells and neurofilaments in neurons. They play a vital role in cell structure and the stabilization of cellular organelles.