14 citations · 52 across the 13 of their papers we have counts for
4 papers · 1 filter
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation
Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz +3
We propose a hierarchically structured reinforcement learning approach to address the challenges of planning for generating coherent multi-sentence stories for the visual storytell…
Turbo Learning for Captionbot and Drawingbot
Qiuyuan Huang, Pengchuan Zhang, Dapeng Wu +1
We study in this paper the problems of both image captioning and text-to-image generation, and present a novel turbo learning approach to jointly training an image-to-text generato…
Structured Memory based Deep Model to Detect as well as Characterize Novel Inputs
Pratik Prabhanjan Brahma, Qiuyuan Huang, Dapeng Wu
While deep learning has pushed the boundaries in various machine learning tasks, the current models are still far away from replicating many functions that a normal human brain can…
Tensor Product Generation Networks for Deep NLP Modeling
Qiuyuan Huang, Paul Smolensky, Xiaodong He +2
We present a new approach to the design of deep networks for natural language processing (NLP), based on the general technique of Tensor Product Representations (TPRs) for encoding…