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

Claim 16:
17. The method of claim 16, the operations further comprising:
generating an adapted generative model using the target parameters associated with the target style by:
convolving a plurality of layers using the pre-trained generative model and an adapted generative model; and
determining an average rate of change of weights for each of the target parameters,
wherein determining the average rate of change of the weights for each of the target parameters comprises:

computing, for each of the plurality of layers, the average rate of change of the weights using an expression:, △
   =
   
    
     1
     N
    
    ⁢
    
     
      ∑
       
     
     t
    
    ⁢
    
     
      
       ❘
       "\[LeftBracketingBar]"
      
      
       
        θ
        
         
          G
          ′
         
         ,
         i
        
       
       -
       
        θ
        
         G
         ,
         i
        
       
      
      
       ❘
       "\[RightBracketingBar]"
      
     
     
      θ
      
       G
       ,
       i
      
     
    
    ×
    100
    ⁢
    %
   
  
  ,
 

 and
wherein G represents the pre-trained generative model, G′ represents the adapted generative model, N represents a number of the target parameters, θG,i represents an i-th parameter in the pre-trained generative model, and G′ represents the adapted generative model.