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Illustration of Traditional Machine Learning and Transfer Learning
(A) Tasks in traditional machine learning do not share knowledge.
(B) Tasks in transfer learning share knowledge. Target task can reuse the knowledge of source tasks.
Drawn based on the concept in (Pan and Yang, 2009).
