Reading Discussion 4: Intro to Transfer Learning: Basic Transfer Learning and SOTA Models

Key Word(s): Transfer Learning

Selected Readings

Expository

• Transfer Learning using Mobilenet and Keras
• Image Classification using Features Extracted by Transfer Learning in Keras, Part 1 -Image Classification using Features Extracted by Transfer Learning in Keras, Part 2
• Image Classification using Features Extracted by Transfer Learning in Keras, Part 3
• Image Classification using Features Extracted by Transfer Learning in Keras, Part 4
• Transfer learning with a pretrained ConvNet

Research

• A survey on Transfer Learning
• How transferable are features in deep neural networks?

TBD

• Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks