awesome-vision-language-pretraining-papers
Vision-language papers
A curated list of papers on pre-trained vision and language models for multimodal learning tasks
Recent Advances in Vision and Language PreTrained Models (VL-PTMs)
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bertmultimodal-deep-learningpretrainingvision-and-languagevl-ptms
Other Resources / Two recent surveys on pretrained language models | |||
| Pre-trained Models for Natural Language Processing: A Survey | , arXiv 2020/03 | ||
| A Survey on Contextual Embeddings | , arXiv 2020/03 | ||
Other Resources / Other surveys about multimodal research | |||
| Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods | , JAIR 2021 | ||
| Deep Multimodal Representation Learning: A Survey | , arXiv 2019 | ||
| Multimodal Machine Learning: A Survey and Taxonomy | , TPAMI 2018 | ||
| A Comprehensive Survey of Deep Learning for Image Captioning | , ACM Computing Surveys 2018 | ||
Other Resources / Other repositories of relevant reading list | |||
| Pre-trained Languge Model Papers from THU-NLP | 3,328 | about 2 years ago | |
| BERT-related Papers | 2,035 | over 1 year ago | |
| Reading List for Topics in Multimodal Machine Learning | 6,094 | 3 months ago | |
| A repository of vision and language papers | 500 | 17 days ago | |
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