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

Claim 10:
11. The system of claim 10, wherein applying a weight to each of the plurality of parameters based on the rate of change comprises:
convolving, iteratively, 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 plurality of parameters at each of the plurality of layers, wherein determining the average rate of change of the weights 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
    ⁢
    %
   
  
  ,
 

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