93 citations · 308 across the 25 of their papers we have counts for
4 papers · 1 filter
Exploring Overall Contextual Information for Image Captioning in Human-Like Cognitive Style
Hongwei Ge, Zehang Yan, Kai Zhang +2
Image captioning is a research hotspot where encoder-decoder models combining convolutional neural network (CNN) and long short-term memory (LSTM) achieve promising results. Despit…
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
Sitao Luan, Mingde Zhao, Xiao-Wen Chang +1
Recently, neural network based approaches have achieved significant improvement for solving large, complex, graph-structured problems. However, their bottlenecks still need to be a…
A Reference Vector based Many-Objective Evolutionary Algorithm with Feasibility-aware Adaptation
Mingde Zhao, Hongwei Ge, Kai Zhang +1
The infeasible parts of the objective space in difficult many-objective optimization problems cause trouble for evolutionary algorithms. This paper proposes a reference vector base…
META-Learning State-based Eligibility Traces for More Sample-Efficient Policy Evaluation
Mingde Zhao, Sitao Luan, Ian Porada +2
Temporal-Difference (TD) learning is a standard and very successful reinforcement learning approach, at the core of both algorithms that learn the value of a given policy, as well…