Patent ID: 11880957
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 12:
13. The system of claim 12, wherein the adapted source domain is generated in part by:
regularizing the plurality of weighted parameters to create an importance factor for each of the plurality of weighted parameters,
wherein regularizing the plurality of weighted parameters to create the importance factor for each of the plurality of weighted parameters comprises:
generating importance data for each of the plurality of weighted parameters, wherein the importance data comprises Fisher information F and is computed using an expression:, F
   =
   
    E
    [
    
     -
     
      
       
        ∂
        2
       
       
        ∂
        
         θ
         s
         2
        
       
      
      
       ℒ
       ⁡
       (
       
        X
        ⁢
        
         
          ❘
          "\[LeftBracketingBar]"
         
         
          θ
          s
         
        
       
       )
      
     
    
    ]
   
  
  ,
 

 and
wherein θS represents the plurality of weighted parameters, and (X|θs) represents a log-likelihood function that is configured to provide an equivalent of a binary cross-entropy loss using an output of the discriminator D; and

applying the plurality of weighted parameters to the source domain based on the importance factors.