211 citations · 332 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 95 cited
Interpretable and Steerable Sequence Learning via Prototypes
Yao Ming, Panpan Xu, Huamin Qu +1
One of the major challenges in machine learning nowadays is to provide predictions with not only high accuracy but also user-friendly explanations. Although in recent years we have…
cs.CV2017★ 211 cited
Do Convolutional Neural Networks Learn Class Hierarchy?
Bilal Alsallakh, Amin Jourabloo, Mao Ye +2
Convolutional Neural Networks (CNNs) currently achieve state-of-the-art accuracy in image classification. With a growing number of classes, the accuracy usually drops as the possib…
cs.CV2017★ 26 cited
Pose-Invariant Face Alignment with a Single CNN
Amin Jourabloo, Mao Ye, Xiaoming Liu +1
Face alignment has witnessed substantial progress in the last decade. One of the recent focuses has been aligning a dense 3D face shape to face images with large head poses. The do…