=====Transfer learning reading group===== A reading group to discuss recent or classical papers on transfer learning methodology and other interesting theory topics. **Time: Friday 7pm** ----------------------------- ===10/15/2021=== * Presenter: Wu Yanru * Paper: Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer (Tommasi, 2010) * Slides: {{ :trans_learn:learning_categories_from_few_examples_with_multi_model.pptx |}} ===10/22/2021=== * Presenter: Liu Hanbing * Paper: Optimal Transport for Domain Adaptation (Courty, 2016) * Slides:{{ :trans_learn:adversarial_discriminative_domain_adaptation.pptx |}} ===10/29/2021=== * Presenter: Tong Xinyi * Paper: A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning (Tong, 2021) * Slides: {{ :trans_learn:slides_xinyi1029.pdf |}} ===11/12/2021=== * Presenter: Wu Zhiyuan * Paper: Recasting gradient-based meta-learning as hierarchical bayes (Grant, 2018) * Slides: {{ :trans_learn:zhiyuan_bayes_ml.pdf |}} ===11/19/2021=== * Presenter: Wu Yanru * Paper: CDOT: Continuous Domain Adaptation using Optimal Transport (Guillermo, 2019) * Slides: {{ :trans_learn:continuous_ot.pptx |}} ---------------------------