/TransferLearning

:ant: 迁移学习

Primary LanguagePythonApache License 2.0Apache-2.0

🚀 迁移学习 👊


Non-deep learning

  • TrAdaBoost

  • [TCA (Transfer Component Anaysis)][2]

GFK (Geodesic Flow Kernel) [2]

JDA (Joint Distribution Adaptation) [3]

TJM (Transfer Joint Matching) [4]

CORAL (CORrelation ALignment) [5]

JGSA (Joint Geometrical and Statistical Alignment) [6]

ARTL (Adaptation Regularization) [7]

SA (Subspace Alignment) [11]

BDA (Balanced Distribution Adaptation for Transfer Learning) [15]


Deep learning

DAN/JAN (Deep Adaptation Network/Joint Adaptation Network) [9,10]

RTN (Unsupervised Domain Adaptation with Residual Transfer Networks) [12]

ADDA (Adversarial Discriminative Domain Adaptation) [13]

Unsupervised Domain Adaptation by Backpropagation [14]