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Derivative Financial Instruments - Summary of Fair Value of Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
Dec. 31, 2022
Dec. 31, 2021
Designated as Hedging Instrument    
Derivative [Line Items]    
Assets $ 11,764 $ 18,211
Liabilities 47,859 16,912
Designated as Hedging Instrument | Cash flow hedges | Interest rate collars and floors on loan pools    
Derivative [Line Items]    
Notional 1,900,000 600,000
Assets 11,764 459
Liabilities 47,859 2,173
Designated as Hedging Instrument | Cash flow hedges | Interest rate swaps on borrowings    
Derivative [Line Items]    
Notional 150,000 150,000
Assets 0 4,316
Liabilities 0 0
Designated as Hedging Instrument | Fair value hedges | Interest rate swaps on borrowings    
Derivative [Line Items]    
Notional 300,000 377,500
Assets 0 2,475
Liabilities 0 96
Designated as Hedging Instrument | Fair value hedges | Interest rate swaps on investment securities    
Derivative [Line Items]    
Notional 909,957 909,957
Assets 0 10,961
Liabilities 0 14,643
Not Designated as Hedging Instrument    
Derivative [Line Items]    
Assets 157,237 56,015
Liabilities 332,845 24,960
Not Designated as Hedging Instrument | Interest rate lock commitments    
Derivative [Line Items]    
Notional 21,401 90,731
Assets 93 2,352
Liabilities 0 0
Not Designated as Hedging Instrument | Forward mortgage loan contracts    
Derivative [Line Items]    
Notional 30,330 126,107
Assets 32 242
Liabilities 0 0
Not Designated as Hedging Instrument | Customer interest rate swaps    
Derivative [Line Items]    
Notional 5,220,363 2,433,177
Assets 5,676 52,439
Liabilities 326,924 11,658
Not Designated as Hedging Instrument | Counterparty interest rate swaps    
Derivative [Line Items]    
Notional 5,220,363 2,433,177
Assets 151,111 583
Liabilities 5,711 12,956
Not Designated as Hedging Instrument | Customer foreign currency forward contracts    
Derivative [Line Items]    
Notional 8,341 10,292
Assets 253 399
Liabilities 42 0
Not Designated as Hedging Instrument | Counterparty foreign currency forward contracts    
Derivative [Line Items]    
Notional 8,297 10,205
Assets 72 0
Liabilities $ 168 $ 346