| Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning | Nov 24, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 |
| MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model | Oct 11, 2022 | Contrastive LearningImage-text matching | CodeCode Available | 1 |
| Mr. Right: Multimodal Retrieval on Representation of ImaGe witH Text | Sep 28, 2022 | Image CaptioningImage Retrieval | CodeCode Available | 1 |
| FETA: Towards Specializing Foundation Models for Expert Task Applications | Sep 8, 2022 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 |
| Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment | Aug 29, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 |
| MixGen: A New Multi-Modal Data Augmentation | Jun 16, 2022 | Data AugmentationImage-text Retrieval | CodeCode Available | 1 |
| Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone | Jun 15, 2022 | Described Object DetectionImage Captioning | CodeCode Available | 1 |
| Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training | Jun 1, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 1 |
| mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections | May 24, 2022 | Computational Efficiencycross-modal alignment | CodeCode Available | 1 |
| CCMB: A Large-scale Chinese Cross-modal Benchmark | May 8, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
