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

Claim 3:
4. The method of claim 3, wherein determining the average rate of change of the weights for each of the target parameters at each of the plurality of layers comprises:
computing, for each of the plurality of layers, the average rate of change of the weights using an expression:, △
   =
   
    
     1
     N
    
    ⁢
    
     
      ∑
       
     
     i
    
    ⁢
    
     
      
       ❘
       "\[LeftBracketingBar]"
      
      
       
        θ
        
         
          G
          ′
         
         ,
         i
        
       
       -
       
        θ
        
         G
         ,
         i
        
       
      
      
       ❘
       "\[RightBracketingBar]"
      
     
     
      θ
      
       G
       ,
       i
      
     
    
    ×
    100
    ⁢
    %
   
  
  ,
 

wherein G represents a generator for the pre-trained generative model, G′ represents a generator for 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.