15 citations · 22 across the 6 of their papers we have counts for
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cs.LG2021
MetaMIML: Meta Multi-Instance Multi-Label Learning
Yuanlin Yang, Guoxian Yu, Jun Wang +3
Multi-Instance Multi-Label learning (MIML) models complex objects (bags), each of which is associated with a set of interrelated labels and composed with a set of instances. Curren…
cs.CL2021
Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs
Tianming Liang, Yang Liu, Xiaoyan Liu +3
Label noise and long-tailed distributions are two major challenges in distantly supervised relation extraction. Recent studies have shown great progress on denoising, but paid litt…
cs.LG2021
Neighbor Embedding Variational Autoencoder
Renfei Tu, Yang Liu, Yongzeng Xue +2
Being one of the most popular generative framework, variational autoencoders(VAE) are known to suffer from a phenomenon termed posterior collapse, i.e. the latent variational distr…