Wilse is a surname. Notable people with the surname include:

• Anders Beer Wilse (1865–1949), Norwegian photographer
• Jacob Nicolai Wilse (1736–1801), Norwegian writer and meteorologist
• Liv Wilse (1931–1994), Norwegian actress and singer