vision-language pre-training

TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training NeurIPS 2022 TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022 UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022 Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment CVPR 2022 Vision-Language Pretraining: Current Trends and the Future ACL 2022 Vision-Language Pre-Training for Boosting Scene Text Detectors CVPR 2022 Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis ACL 2022 Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022 VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix ICML 2022 VLUE: A Multi-Task Multi-Dimension Benchmark for Evaluating Vision-Language Pre-training ICML 2022 Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark NeurIPS 2022 Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts CVPR 2021 Data Efficient Masked Language Modeling for Vision and Language EMNLP 2021 Does Vision-and-Language Pretraining Improve Lexical Grounding? EMNLP 2021 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 LocTex: Learning Data-Efficient Visual Representations From Localized Textual Supervision ICCV 2021 Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training NeurIPS 2021 Scheduled Sampling in Vision-Language Pretraining with Decoupled Encoder-Decoder Network AAAI 2021 Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning CVPR 2021 SOAT: A Scene- and Object-Aware Transformer for Vision-and-Language Navigation NeurIPS 2021 TAP: Text-Aware Pre-Training for Text-VQA and Text-Caption CVPR 2021 UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training CVPR 2021 ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision ICML 2021 VIVO: Visual Vocabulary Pre-Training for Novel Object Captioning AAAI 2021