160 citations · 163 across the 2 of their papers we have counts for
2 papers
cs.AI2017★ 160 cited
Deep Learning for Case-Based Reasoning through Prototypes: A Neural Network that Explains Its Predictions
Oscar Li, Hao Liu, Chaofan Chen +1
Deep neural networks are widely used for classification. These deep models often suffer from a lack of interpretability -- they are particularly difficult to understand because of…
cs.LG2017★ 3 cited
Stochastic Sequential Neural Networks with Structured Inference
Hao Liu, Haoli Bai, Lirong He +1
Unsupervised structure learning in high-dimensional time series data has attracted a lot of research interests. For example, segmenting and labelling high dimensional time series c…