1.1k citations · 1.7k across the 22 of their papers we have counts for
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cs.CL2019★ 1 cited
Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations
Po-Yao Huang, Xiaojun Chang, Alexander Hauptmann
With the aim of promoting and understanding the multilingual version of image search, we leverage visual object detection and propose a model with diverse multi-head attention to l…
cs.LG2019★ 26 cited
RWR-GAE: Random Walk Regularization for Graph Auto Encoders
Vaibhav, Po-Yao Huang, Robert Frederking
Node embeddings have become an ubiquitous technique for representing graph data in a low dimensional space. Graph autoencoders, as one of the widely adapted deep models, have been…