PICNN: A Pathway towards Interpretable Convolutional Neural Networks

1 code implementation • 19 Dec 2023 • Wengang Guo, Jiayi Yang, Huilin Yin, Qijun Chen, Wei Ye

Experimental results have demonstrated that our method PICNN (the combination of standard CNNs with our proposed pathway) exhibits greater interpretability than standard CNNs while achieving higher or comparable discrimination power.

Deep Embedded K-Means Clustering

2 code implementations • 30 Sep 2021 • Wengang Guo, Kaiyan Lin, Wei Ye

To this end, we discard the decoder and propose a greedy method to optimize the representation.

Clustering Deep Clustering +1