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Residential Loans, Net - Narrative (Details)
$ in Thousands
6 Months Ended 12 Months Ended
Jun. 30, 2020
USD ($)
Dec. 31, 2019
USD ($)
securitization
loan
Jun. 30, 2019
USD ($)
Dec. 31, 2018
USD ($)
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Allowance for loan losses   $ 3,500 $ 3,521 $ 3,759
Allowance for loan losses, basis points 7.43%      
Number of securitizations | securitization   3    
CDOs outstanding $ 7,500 $ 4,900    
Residential collateralized debt obligations        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Collateralized debt obligations $ 36,700 $ 40,400    
Weighted average interest rate 0.80% 2.41%    
Distressed residential mortgage loans        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Loans pledged as collateral   $ 80,600    
Residential mortgage loans held in securitization trusts and real estate owned held in residential securitization trusts        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Number of delinquent loans | loan   18    
Principal amount of delinquent loans   $ 10,200    
Residential mortgage loans held in securitization trusts and real estate owned held in residential securitization trusts | Payment Deferral        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Principal amount of delinquent loans   $ 6,700    
Delinquent loans under modified payment, percent   66.00%    
Financial Asset Acquired with Credit Deterioration | Distressed residential mortgage loans        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Distressed residential mortgage loans held in securitization trusts, carrying amount   $ 158,700