1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ME2023
Understanding the limitation of Total Correlation Estimation Based on Mutual Information Bounds
Zihao Chen
The total correlation(TC) is a crucial index to measure the correlation between marginal distribution in multidimensional random variables, and it is frequently applied as an induc…
cs.CL2023★ 1 cited
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications
Zihao Chen, Hisashi Handa, Kimiaki Shirahama
Contrastive learning is widely used for sentence representation learning. Despite this prevalence, most studies have focused exclusively on English and few concern domain adaptatio…
cs.LG2022
Break The Spell Of Total Correlation In betaTCVAE
Zihao Chen, Wenyong Wang, Sai Zou
In the absence of artificial labels, the independent and dependent features in the data are cluttered. How to construct the inductive biases of the model to flexibly divide and eff…