research
∙
04/18/2022
Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey
Representation learning enables us to automatically extract generic feat...
share
research
∙
10/06/2021
Sharp Learning Bounds for Contrastive Unsupervised Representation Learning
Contrastive unsupervised representation learning (CURL) encourages data ...
research
∙
02/13/2021
Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning
Instance discriminative self-supervised representation learning has been...
research
∙
10/10/2019
PAC-Bayesian Contrastive Unsupervised Representation Learning
Contrastive unsupervised representation learning (CURL) is the state-of-...
research
∙
02/12/2019
PAC-Bayes Analysis of Sentence Representation
Learning sentence vectors from an unlabeled corpus has attracted attenti...
research
∙
02/18/2018