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View Code? Open in Web Editor NEWRecent Advances in Vision and Language PreTrained Models (VL-PTMs)
Recent Advances in Vision and Language PreTrained Models (VL-PTMs)
Task specific - Visual Relationship Detection (Scene Graph Generation)
Visual Relationship Detection With Visual-Linguistic Knowledge From Multimodal Representations
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers
VinVL: Revisiting Visual Representations in Vision-Language Models
Please consider adding the following paper, thanks.
Text-Image Retrieval: Learning Relation Alignment for Calibrated Cross-modal Retrieval (ACL 2021)
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning, ACL 2021 code
Dear author, please consider to add the following paper and its code, thanks.
You can put it under Image-based VL-PTMs/Representation Learning
.
Vision-Language Pre-Training with Triple Contrastive Learning
arxiv link: https://arxiv.org/abs/2202.10401
github link: https://github.com/uta-smile/TCL
Kaleido-BERT: Vision-Language Pre-training on Fashion Domain, CVPR2021
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