5 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.CV2020★ 3 cited
Training Interpretable Convolutional Neural Networks by Differentiating Class-specific Filters
Haoyu Liang, Zhihao Ouyang, Yuyuan Zeng +5
Convolutional neural networks (CNNs) have been successfully used in a range of tasks. However, CNNs are often viewed as "black-box" and lack of interpretability. One main reason is…
cs.LG2018★ 5 cited
Deep Structured Generative Models
Kun Xu, Haoyu Liang, Jun Zhu +2
Deep generative models have shown promising results in generating realistic images, but it is still non-trivial to generate images with complicated structures. The main reason is t…