deeplearning-transfer learning

transfer learning

deeplearning-transfer learning
deeplearning-transfer learning
deeplearning-transfer learning
deeplearning-transfer learning
deeplearning-transfer learning
语音识别是固定输出的layer(离output进的layers)调整输入的layers
image相反
deeplearning-transfer learning

deeplearning-transfer learning
单独训练Task1 Task2 Task3 ,先训练Task1,得到的隐藏层结果作为Task2 Task3的输入,但在Task2 Task3 训练时,不更新Task1的输出值。
deeplearning-transfer learning
只有source data的feature和label,target data只有特征,没有label

deeplearning-transfer learning
deeplearning-transfer learning
deeplearning-transfer learning

Zero-shot learning

deeplearning-transfer learning
NN的目标是分辨furry 4 legs tail 等特征(attribute)是否出现,而不是直接分别图片是猩猩还是狗
deeplearning-transfer learning
deeplearning-transfer learning
deeplearning-transfer learning
deeplearning-transfer learning