In the process of getting acclimated to the Gungeon, you'll see plenty of tables throughout the rooms. Simply flip them along your way. Other solutions suggest you might need to flip about 500 of them, but it happened much sooner than that for me. Any you come across that aren't already destroyed, just go ahead and flip it over.