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The victims, all men in their 20s and 30s, are expected to survive, according to police.
Officials deployed talking drones to warn residents about possible flooding Tuesday.
Rain totals exceeded 5 inches in parts of the Bronx and Northern New Jersey.
Legal Aid criticized the search, saying it may have been an "overreaction" by the NYPD.