2 papers
cs.LG2018
Domain-Adversarial Multi-Task Framework for Novel Therapeutic Property Prediction of Compounds
Lingwei Xie, Song He, Shu Yang +5
With the rapid development of high-throughput technologies, parallel acquisition of large-scale drug-informatics data provides huge opportunities to improve pharmaceutical research…
cs.CV2018
Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout
Kun Wan, Boyuan Feng, Lingwei Xie +1
Recently convolutional neural networks (CNNs) achieve great accuracy in visual recognition tasks. DenseNet becomes one of the most popular CNN models due to its effectiveness in fe…