Fewer people are falling severely behind on their student loan payments, but the amount of past-due education debt remains elevated, the Federal Reserve Bank of New York said Tuesday.

In their latest Household Debt and Credit Report, New York Fed researchers found the pace of serious delinquencies began to slow in the second quarter of the year, following a jump in past-due bills after the Education Department ended a lengthy pause on payments.