5 posts tagged with "Transferlearning"

ML Paper Notes: Progressive Neural Networks

Title: Progressive Neural Networks (2016) Rusu et al. Main Ideas: The novel progressive network proposed in the paper is a more…

ML Paper Notes: Matching Networks for One-Shot Learning

Title: Matching Networks for One-Shot Learning (2017), Vinyals et al. Main Ideas: One-shot learning means learning to classify a class from…

ML Paper Notes: CNN Features off-the-shelf: an Astounding Baseline for Recognition

Title: CNN Features off-the-shelf: an Astounding Baseline for Recognition (2014) Razavian et al. Main Ideas: The paper shows that just by…

ML Paper Notes: Unsupervised Domain Adaptation by Backpropagation

Title: Unsupervised Domain Adaptation by Backpropagation (2015), Ganin et al. Main Ideas: If we want to train a classifier, we would usually…

ML Paper Notes: Distilling the Knowledge in a Neural Network

Title: Distilling the Knowledge in a Neural Network (2015), G. Hinton et al. Main Ideas: This classic paper by Hinton et al. describes a…