Yes, it is almost always possible to survive the Cruciatus Curse. Unlike the Killing Curse, which immediately kills its victim, the Cruciatus Curse only tortures its victim continuously, causing them unbearable pain without killing them. However, prolonged exposure to the curse could cause them significant mental and physical damage, as in the case of Frank and Alice Longbottom.