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

Claim 6:
7. The method of claim 6, 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.