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Derivative Financial Instruments - Summary of Derivative Activity and Related Impact on Consolidated Statements of Income (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2019
Mar. 31, 2018
Interest rate risks | Derivatives designated as hedging instruments | Interest income—loans    
Derivative Instruments, Gain (Loss) [Line Items]    
Unrealized gains (losses) on derivatives $ (3) $ 0
Currency exchange risk | Derivatives not designated as hedging instruments    
Derivative Instruments, Gain (Loss) [Line Items]    
Unrealized gains (losses) on derivatives 581 (586)
Currency exchange risk | Derivatives not designated as hedging instruments | Revaluations of internal foreign currency instruments, net | Other noninterest income    
Derivative Instruments, Gain (Loss) [Line Items]    
Unrealized gains (losses) on derivatives 1,050 2,926
Currency exchange risk | Derivatives not designated as hedging instruments | Foreign exchange forward contracts, net | Other noninterest income    
Derivative Instruments, Gain (Loss) [Line Items]    
Unrealized gains (losses) on derivatives (469) (3,512)
Other derivative instruments | Derivatives not designated as hedging instruments    
Derivative Instruments, Gain (Loss) [Line Items]    
Unrealized gains (losses) on derivatives (917) 539
Other derivative instruments | Derivatives not designated as hedging instruments | Other noninterest income    
Derivative Instruments, Gain (Loss) [Line Items]    
Unrealized gains (losses) on derivatives (365) 431
Other derivative instruments | Derivatives not designated as hedging instruments | Revaluations of internal foreign currency instruments, net | Other noninterest income    
Derivative Instruments, Gain (Loss) [Line Items]    
Unrealized gains (losses) on derivatives (13,571) 7,653
Other derivative instruments | Derivatives not designated as hedging instruments | Foreign exchange forward contracts, net | Other noninterest income    
Derivative Instruments, Gain (Loss) [Line Items]    
Unrealized gains (losses) on derivatives 12,654 (7,114)
Equity warrant assets    
Derivative Instruments, Gain (Loss) [Line Items]    
Unrealized gains (losses) on derivatives 10,248 17,508
Equity warrant assets | Derivatives not designated as hedging instruments | Gains on equity warrant assets, net    
Derivative Instruments, Gain (Loss) [Line Items]    
Unrealized gains (losses) on derivatives $ 21,305 $ 19,191