6 citations · 11 across the 3 of their papers we have counts for
4 papers
Reinforcement Learning for Few-Shot Text Generation Adaptation
Pengsen Cheng, Jinqiao Dai, Jiamiao Liu +2
Controlling the generative model to adapt a new domain with limited samples is a difficult challenge and it is receiving increasing attention. Recently, methods based on meta-learn…
CatVRNN: Generating Category Texts via Multi-task Learning
Pengsen Cheng, Jinqiao Dai, Jiayong Liu
Controlling the model to generate texts of different categories is a challenging task that is receiving increasing attention. Recently, generative adversarial networks (GANs) have…
Capturing the symptoms of malicious code in electronic documents by file's entropy signal combined with Machine learning
Luping Liu, Xiaohai He, Liang Liu +3
Abstract-Email cyber-attacks based on malicious documents have become the popular techniques in today's sophisticated attacks. In the past, persistent efforts have been made to det…
Domain Transfer Multi-Instance Dictionary Learning
Ke Wang, Jiayong Liu, Daniel González
In this paper, we invest the domain transfer learning problem with multi-instance data. We assume we already have a well-trained multi-instance dictionary and its corresponding cla…