Virtual Memory: "Page Table or Page Tables?"
Each process has a different page table (since each process has a different address space). Each processor (or core if you want to be specific) can only have one active page table at a time, but the processor switches which table is used when it switches between processes.

I am also simplifying here because there are more tables used for IOMMU and hardware assisted virtualization.