Zhengzhong Liu

Harnessing Deep Neural Networks with Logic Rules

2016 · arXiv (Cornell University)

Combining deep neural networks with structured logic rules is desirable to harness flexibility and reduce uninterpretability of the neural models. We propose a general framework capable of enhancing various types of neural networks (e.g., CNNs …