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Derivative Financial Instruments - Total Notional or Contractual Amounts, Fair Value, Collateral and Net Exposure of Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Derivative Instruments and Hedging Activities Disclosure [Abstract]    
Maximum length of time over which forecasted transactions are hedged 5 years  
Derivative [Line Items]    
Fair Value, Derivative Assets $ 167,341 $ 108,901
Fair Value, Derivative Liabilities 137,984 98,050
Total Derivative Assets, Fair Value 332,814 258,139
Total Derivative Liabilities, Fair Value 137,984 98,050
Interest rate swaps    
Derivative [Line Items]    
Fair Value, Derivative Assets 22,676  
Fair Value, Derivative Liabilities 25,623  
Foreign exchange forwards    
Derivative [Line Items]    
Fair Value, Derivative Assets 114,546 98,643
Fair Value, Derivative Liabilities 96,899 86,800
Client foreign currency options    
Derivative [Line Items]    
Fair Value, Derivative Assets 1,308 1,759
Fair Value, Derivative Liabilities 1,308 1,759
Client interest rate derivatives    
Derivative [Line Items]    
Fair Value, Derivative Assets 28,811 8,499
Fair Value, Derivative Liabilities 14,154 9,491
Derivatives designated as hedging instruments | Interest rate swaps | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 1,915,000 0
Fair Value, Derivative Assets 22,676 0
Derivatives designated as hedging instruments | Interest rate swaps | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 3,085,000 0
Fair Value, Derivative Liabilities 25,623 0
Derivatives not designated as hedging instruments    
Derivative [Line Items]    
Fair Value, Derivative Assets 310,138 258,139
Fair Value, Derivative Liabilities 112,361 98,050
Derivatives not designated as hedging instruments | Foreign exchange forwards | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 0 263,733
Fair Value, Derivative Assets 0 4,767
Derivatives not designated as hedging instruments | Foreign exchange forwards | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 300,250 178,310
Fair Value, Derivative Liabilities 2,154 1,094
Derivatives not designated as hedging instruments | Equity warrant assets | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 225,893 223,532
Fair Value, Derivative Assets 165,473 149,238
Derivatives not designated as hedging instruments | Client foreign exchange forwards | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 4,661,517 2,759,878
Fair Value, Derivative Assets 114,546 93,876
Derivatives not designated as hedging instruments | Client foreign exchange forwards | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 4,326,059 2,568,085
Fair Value, Derivative Liabilities 94,745 85,706
Derivatives not designated as hedging instruments | Client foreign currency options | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 154,985 93,556
Fair Value, Derivative Assets 1,308 1,759
Derivatives not designated as hedging instruments | Client foreign currency options | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 154,985 93,579
Fair Value, Derivative Liabilities 1,308 1,759
Derivatives not designated as hedging instruments | Client interest rate derivatives | Other assets    
Derivative [Line Items]    
Derivative Assets, Notional or Contractual Amount 1,275,190 1,020,416
Fair Value, Derivative Assets 28,811 8,499
Reduction in derivative assets due to rules of clearing houses   (400)
Derivatives not designated as hedging instruments | Client interest rate derivatives | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 1,372,914 1,337,328
Fair Value, Derivative Liabilities 14,154 $ 9,491
Reduction in derivative liabilities due to rules of clearing houses $ (17,400)