conftrace_

vision-language pre-training

77 papers

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Also known as

VLPT VL PRE-TRAINING

Co-occurring keywords

multimodal learning (4645) contrastive learning (4032) vision-language model (2348) image captioning (731) cross-modal alignment (263) image-text retrieval (112) vision-language pretraining (59) zero-shot learning (3650) representation learning (6206) multi-modal learning (1278)

Papers

TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training NIPS 2022
Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022
FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning EMNLP 2022
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis ACL 2022
Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks ACL 2022
Vision-Language Pre-Training for Boosting Scene Text Detectors CVPR 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval CVPR 2022
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ICML 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
A Survey of Vision-Language Pre-Trained Models IJCAI 2022
Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment CVPR 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NIPS 2022
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark NIPS 2022
Fine-Grained Semantically Aligned Vision-Language Pre-Training NIPS 2022
DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection NIPS 2022
Probing Cross-modal Semantics Alignment Capability from the Textual Perspective EMNLP 2022
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning ACL 2021
Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain CVPR 2021
Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning CVPR 2021
VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning AAAI 2021
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning IJCNLP 2021
LocTex: Learning Data-Efficient Visual Representations From Localized Textual Supervision ICCV 2021