A reading group to discuss recent or classical papers on transfer learning methodology and other interesting theory topics.

Time: Friday 7pm

• Presenter: Wu Yanru
• Paper: Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer (Tommasi, 2010)
• Slides: learning_categories_from_few_examples_with_multi_model.pptx

• Presenter: Liu Hanbing
• Paper: Optimal Transport for Domain Adaptation (Courty, 2016)
• Slides:adversarial_discriminative_domain_adaptation.pptx

• Presenter: Tong Xinyi
• Paper: A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning (Tong, 2021)
• Slides: slides_xinyi1029.pdf

• Presenter: Wu Zhiyuan
• Paper: Recasting gradient-based meta-learning as hierarchical bayes (Grant, 2018)
• Slides: zhiyuan_bayes_ml.pdf

• Presenter: Wu Yanru
• Paper: CDOT: Continuous Domain Adaptation using Optimal Transport (Guillermo, 2019)
• Slides: continuous_ot.pptx