Vision-Language Pre-Training with Triple Contrastive Learning

Author:

Yang Jinyu1,Duan Jiali2,Tran Son2,Xu Yi2,Chanda Sampath2,Chen Liqun2,Zeng Belinda2,Chilimbi Trishul2,Huang Junzhou1

Affiliation:

1. University Of Texas at Arlington

2. Amazon

Funder

Cancer Prevention and Research Institute of Texas (CPRIT)

Publisher

IEEE

Reference49 articles.

1. Learning transferable visual models from natural language supervision;radford;Arxiv preprint arXiv,2021

2. Imagebert: Cross-modal pre-training with large-scale weak-supervised image-text data;qi;Arxiv preprint arXiv,2020

3. Repre-sentation learning with contrastive predictive coding;van den oord;ar Xiv preprint arXiv,2018

4. Unsupervised learning of visual representations by solving jigsaw puzzles;noroozi;European Conference on Computer Vision (ECCV),0

5. Decoupled weight decay regularization;loshchilov;Arxiv preprint arXiv,2017

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