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Re:“Less than one”-shot learning by alquemist on Sunday October 18, 2020 @04:10PM (#24820720)
Agreed, the idea is interesting and worthy of further exploration. For starters, does it scales beyond MNIST or 'tiny synthetic datasets'?
Re:“Less than one”-shot learning by freeone3000 on Sunday October 18, 2020 @04:24PM (#24820844)
The approach appears similar to model distillation, performed on the input data instead of on the weights. Model distillation scales well in classification but less well in generation.