Tatsuya Harada

Probabilistic Semi-Canonical Correlation Analysis

2015

anonical Correlation Analysis (CCA) requires paired multimodal data to ascertain the relation between two variables. However, it is generally difficult to collect a sufficient amount of paired data of two variables as training samples. This …

Asymmetric Tri-training for Unsupervised Domain Adaptation

2017 · arXiv (Cornell University)

Deep-layered models trained on a large number of labeled samples boost the accuracy of many tasks. It is important to apply such models to different domains because collecting many labeled samples in various domains is …