Reading Discussion 5

Key Word(s): Transfer Learning

Selected Readings

Expository

• Transfer learning with a pretrained ConvNet

• Deep Dream with Transfer Learning

• Do's and Don'ts with Transfer Learning

Use Case

• A scoping review of transfer learning research on medical image analysis using ImageNet

Research

• A Comprehensive Survey on Transfer Learning

• Semi-supervised Domain Adaptation via Minimax Entropy

• An embarrassingly simple approach to zero-shot learning

• Adversarially Robust Transfer Learning

• Domain-Adversarial Training of Neural Networks

• Cycle-Consistent Adversarial Domain Adaptation

• Unified Deep Supervised Domain Adaptation and Generalization

* Next presentations, select from Research or Use Case