Dongliang Xie — accepted AI-conference papers

2020

Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards

Xuewen Yang, Heming Zhang, Di Jin, Yingru Liu, Chi-Hao Wu, Jianchao Tan +3

ECCV 2020poster

Generating accurate descriptions for online fashion items is important not only for enhancing customers' shopping experiences, but also for the increase of online sales. Besides the need of correctly presenting the attributes of items, the expressions in an enchanting style could better attract cust…

Cited by 93 Source ↗PDF ↗code ↗Scholar ↗

2019

Generalized Boltzmann Machine with Deep Neural Structure

Yingru Liu, Dongliang Xie, Xin Wang

AISTATS 2019poster

Restricted Boltzmann Machine (RBM) is an essential component in many machine learning applications. As a probabilistic graphical model, RBM posits a shallow structure, which makes it less capable of modeling real-world applications. In this paper, to bridge the gap between RBM and artificial neural…

Cited by 5 Source ↗PDF ↗Scholar ↗