L G ] 3 J un 2 01 5 Unsupervised Learning of Neural Network Outputs

2015

Citations in the corpus

• Classifier and Exemplar Synthesis for Zero-Shot Learning (2018, methodology): “Comparison of ZSL methods using “hie”, the WordNet-hierarchy embeddings by multidimensional scaling [42], as semantic representations.”
• Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning (2016, methodology): “However, we note that this improvement is not as significant when using MDS-WordNet features as semantic representations.”
• Synthesized Classifiers for Zero-Shot Learning (2016, methodology): “In addition to directly using fixed semantic embeddings, some work maps them into a different space through CCA [14, 15, 29] and sparse coding [22, 50, 51].”